fix: change adresse mail support à déterminer

Retire imports, champs et variables locales non utilises (14 warnings) :
- imports inutilises (app, database_helper, impact_editor, target_calibration, session_provider)
- champs write-only de capture_screen (_cropService, _scanAnimation, _isCameraInitialized, _alignmentStatus) et _movingShotId
- bloc de calcul mort dans crop_screen et variables locales (themeProvider, ny)

_filterType (history_screen) volontairement conserve : c'est une fonctionnalite de filtre inachevee, pas du code mort.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

.claude/settings.json

@@ -1,7 +0,0 @@
-{
-  "permissions": {
-    "allow": [
-      "Bash(flutter analyze:*)"
-    ]
-  }
-}

.claude/settings.local.json

@@ -1,16 +0,0 @@
-{
-  "permissions": {
-    "allow": [
-      "Bash(flutter clean:*)",
-      "Bash(flutter pub get:*)",
-      "Bash(flutter run:*)",
-      "Bash(cmake:*)",
-      "Bash(where:*)",
-      "Bash(winget search:*)",
-      "Bash(winget install:*)",
-      "Bash(\"/c/Program Files \\(x86\\)/Microsoft Visual Studio/Installer/vs_installer.exe\" modify --installPath \"C:\\\\Program Files \\(x86\\)\\\\Microsoft Visual Studio\\\\2022\\\\BuildTools\" --add Microsoft.VisualStudio.Workload.VCTools --add Microsoft.VisualStudio.Component.VC.Tools.x86.x64 --add Microsoft.VisualStudio.Component.Windows11SDK.22621 --passive --wait)",
-      "Bash(cmd //c \"\"\"C:\\\\Program Files\\\\Microsoft Visual Studio\\\\18\\\\Community\\\\Common7\\\\Tools\\\\VsDevCmd.bat\"\" && flutter run -d windows\")",
-      "Bash(flutter doctor:*)"
-    ]
-  }
-}

.gitignore

@@ -11,6 +11,7 @@
 .svn/
 .swiftpm/
 migrate_working_dir/
+.claude/
 
 # IntelliJ related
 *.iml
@@ -43,3 +44,15 @@ app.*.map.json
 /android/app/debug
 /android/app/profile
 /android/app/release
+
+# Backendia
+backendia/node_modules/
+backendia/dashboard/node_modules/
+backendia/dashboard/.next/
+backendia/dashboard/out/
+backendia/exports/*.zip
+backendia/uploads/images/*
+!backendia/uploads/images/.gitkeep
+backendia/uploads/data/*
+!backendia/uploads/data/.gitkeep
+!backendia/uploads/data/database.sqlite

.vscode/settings.json

@@ -0,0 +1,4 @@
+{
+    "avdmanager.executable": "c:\\Users\\streaper2\\AppData\\Local\\Android\\Sdk\\cmdline-tools\\latest\\bin\\avdmanager.bat",
+    "avdmanager.sdkManager": "c:\\Users\\streaper2\\AppData\\Local\\Android\\Sdk\\cmdline-tools\\latest\\bin\\sdkmanager.bat"
+}

CHANGELOG.md

@@ -0,0 +1,25 @@
+# Changelog
+
+## [v0.0.1] - 2026-01-29
+
+### Ajouté
+-   **Interface d'Analyse** :
+    -   Implémentation d'un bouton de sauvegarde "Morphing" : le bouton flottant se transforme en un bouton large en bas de page lors du défilement.
+    -   Ajout de la gestion du défilement et de l'espacement pour une meilleure ergonomie.
+    -   Visualisation des impacts et statistiques de groupement.
+-   **Support Desktop (Windows)** :
+    -   Configuration de la base de données SQLite pour fonctionner sur Windows via `sqflite_common_ffi`.
+    -   Initialisation conditionnelle selon la plateforme.
+
+### Corrigé
+-   **Crash Windows** : Résolution du plantage dû à l'initialisation manquante de la factory de base de données FFI.
+-   **Dépendances** : Fixation de la version de `sqflite_common_ffi` à `2.3.3` pour contourner un problème de cache/corruption avec la version `2.4.0+2`.
+-   **UI/UX** :
+    -   Correction des débordements de texte ("zebra stripes") dans le bouton de sauvegarde lors de l'animation grâce à `FittedBox`.
+    -   Optimisation de l'affichage du titre "Groupement" dans les statistiques pour éviter les dépassements sur petits écrans.
+    -   Nettoyage des appels redondants (`super.initState`) et correction de la structure des widgets (`Stack` mal fermé).
+
+### Historique des Commits
+-   `db7160b` - +désactivation (2026-01-29)
+-   `f1a8eef` - ajout correctif (2026-01-28)
+-   `031d4a4` - premier app version beta (2026-01-18)

README.md

@@ -1,17 +1,35 @@
-# bully
+# Bully - Analyseur de Cible
 
-A new Flutter project.
+Application Flutter multiplateforme pour l'analyse et le suivi de vos séances de tir.
 
-## Getting Started
+## Fonctionnalités Principales
 
-This project is a starting point for a Flutter application.
+*   **Capture et Analyse** : Prenez une photo de votre cible et analysez vos impacts.
+*   **Détection Automatique** : Utilise des algorithmes pour détecter automatiquement les impacts de balle sur la cible.
+*   **Calibration** : Outils de calibration précis pour définir la taille et le centre de la cible, assurant des mesures exactes.
+*   **Statistiques Détaillées** :
+    *   Calcul du score total.
+    *   Analyse du groupement (H+L, diamètre moyen).
+    *   Visualisation graphique de la dispersion.
+*   **Historique** : Sauvegardez vos sessions avec des notes et consultez votre progression au fil du temps.
+*   **Interface Intuitive** : Design moderne et fluide, avec un bouton de sauvegarde dynamique qui s'adapte à votre navigation.
 
-A few resources to get you started if this is your first Flutter project:
+## Détails Techniques
 
-- [Learn Flutter](https://docs.flutter.dev/get-started/learn-flutter)
-- [Write your first Flutter app](https://docs.flutter.dev/get-started/codelab)
-- [Flutter learning resources](https://docs.flutter.dev/reference/learning-resources)
+*   **Framework** : Flutter (Compatible Android, iOS, Windows, Linux, macOS).
+*   **Base de Données** : SQLite (via `sqflite` et `sqflite_common_ffi` pour le support Desktop).
+*   **Graphiques** : `fl_chart` pour la visualisation des données.
+*   **Architecture** : Provider pour la gestion d'état.
 
-For help getting started with Flutter development, view the
-[online documentation](https://docs.flutter.dev/), which offers tutorials,
-samples, guidance on mobile development, and a full API reference.
+## Installation
+
+1.  Assurez-vous d'avoir Flutter installé.
+2.  Clonez le dépôt.
+3.  Installez les dépendances :
+    ```bash
+    flutter pub get
+    ```
+4.  Lancez l'application :
+    ```bash
+    flutter run
+    ```

analyze_log.txt

@@ -0,0 +1,31 @@
+Analyzing bully...                                              
+
+   info - Statements in an if should be enclosed in a block - lib\features\analysis\analysis_screen.dart:122:17 - curly_braces_in_flow_control_structures
+   info - 'withOpacity' is deprecated and shouldn't be used. Use .withValues() to avoid precision loss - lib\features\analysis\analysis_screen.dart:650:51 - deprecated_member_use
+warning - The declaration '_showAddShotHint' isn't referenced - lib\features\analysis\analysis_screen.dart:1083:8 - unused_element
+warning - The declaration '_showAutoDetectDialog' isn't referenced - lib\features\analysis\analysis_screen.dart:1120:8 - unused_element
+warning - Unused import: 'widgets/target_type_selector.dart' - lib\features\capture\capture_screen.dart:16:8 - unused_import
+   info - The private field _selectedType could be 'final' - lib\features\capture\capture_screen.dart:28:14 - prefer_final_fields
+   info - 'scale' is deprecated and shouldn't be used. Use scaleByVector3, scaleByVector4, or scaleByDouble instead - lib\features\crop\crop_screen.dart:141:25 - deprecated_member_use
+   info - The import of 'package:flutter/foundation.dart' is unnecessary because all of the used elements are also provided by the import of 'package:flutter/material.dart' - lib\features\statistics\statistics_screen.dart:8:8 - unnecessary_import
+warning - The declaration '_buildLegendItem' isn't referenced - lib\features\statistics\statistics_screen.dart:309:10 - unused_element
+   info - Unnecessary use of string interpolation - lib\features\statistics\statistics_screen.dart:408:15 - unnecessary_string_interpolations
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:192:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:239:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:246:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:278:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:289:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:292:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:297:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:332:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:336:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:683:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:725:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:736:7 - avoid_print
+warning - The declaration '_detectDarkSpotsAdaptive' isn't referenced - lib\services\image_processing_service.dart:780:15 - unused_element
+   info - Don't invoke 'print' in production code - lib\services\opencv_impact_detection_service.dart:104:5 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\opencv_impact_detection_service.dart:116:5 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:297:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:342:7 - avoid_print
+
+27 issues found. (ran in 1.9s)

analyze_results_fixed.txt

@@ -0,0 +1,37 @@
+Analyzing bully...                                              
+
+   info - Don't invoke 'print' in production code - lib\features\analysis\analysis_provider.dart:553:7 - avoid_print
+   info - The private field _selectedType could be 'final' - lib\features\capture\capture_screen.dart:27:14 - prefer_final_fields
+   info - 'scale' is deprecated and shouldn't be used. Use scaleByVector3, scaleByVector4, or scaleByDouble instead - lib\features\crop\crop_screen.dart:142:25 - deprecated_member_use
+   info - Statements in an if should be enclosed in a block - lib\services\distortion_correction_service.dart:566:11 - curly_braces_in_flow_control_structures
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:639:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:764:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:825:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:953:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:1015:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:1063:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:192:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:239:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:246:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:278:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:289:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:292:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:297:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:332:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:336:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:683:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:725:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:736:7 - avoid_print
+warning - The declaration '_detectDarkSpotsAdaptive' isn't referenced - lib\services\image_processing_service.dart:780:15 - unused_element
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:328:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:377:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:414:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:23:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:29:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:31:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:67:7 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:4:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:5:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:6:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\test_homography.dart:4:3 - avoid_print
+

analyze_utf8.txt

@@ -0,0 +1,38 @@
+Analyzing bully...                                              
+
+   info - Don't invoke 'print' in production code - lib\features\analysis\analysis_provider.dart:392:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\features\analysis\analysis_provider.dart:596:7 - avoid_print
+   info - The private field _selectedType could be 'final' - lib\features\capture\capture_screen.dart:27:14 - prefer_final_fields
+   info - 'scale' is deprecated and shouldn't be used. Use scaleByVector3, scaleByVector4, or scaleByDouble instead - lib\features\crop\crop_screen.dart:142:25 - deprecated_member_use
+   info - Statements in an if should be enclosed in a block - lib\services\distortion_correction_service.dart:566:11 - curly_braces_in_flow_control_structures
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:639:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:764:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:825:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:953:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:1015:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\distortion_correction_service.dart:1063:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:192:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:239:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:246:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:278:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:289:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:292:11 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:297:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:332:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:336:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:683:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:725:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\image_processing_service.dart:736:7 - avoid_print
+warning - The declaration '_detectDarkSpotsAdaptive' isn't referenced - lib\services\image_processing_service.dart:780:15 - unused_element
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:328:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:377:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\target_detection_service.dart:414:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:23:9 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:29:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:31:7 - avoid_print
+   info - Don't invoke 'print' in production code - lib\services\yolo_impact_detection_service.dart:67:7 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:4:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:5:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\opencv_quad_test.dart:6:3 - avoid_print
+   info - Don't invoke 'print' in production code - tests\test_homography.dart:4:3 - avoid_print
+

android/app/build.gradle.kts

@@ -35,6 +35,7 @@ android {
             // TODO: Add your own signing config for the release build.
             // Signing with the debug keys for now, so `flutter run --release` works.
             signingConfig = signingConfigs.getByName("debug")
+            proguardFiles(getDefaultProguardFile("proguard-android-optimize.txt"), "proguard-rules.pro")
         }
     }
 }

android/app/proguard-rules.pro

@@ -0,0 +1,7 @@
+# TensorFlow Lite
+-keep class org.tensorflow.lite.** { *; }
+-keep class com.google.android.gms.tflite.** { *; }
+-dontwarn org.tensorflow.lite.**
+
+# Specifically for the GPU delegate error
+-dontwarn org.tensorflow.lite.gpu.GpuDelegateFactory$Options

android/app/src/main/AndroidManifest.xml

@@ -1,4 +1,11 @@
 <manifest xmlns:android="http://schemas.android.com/apk/res/android">
+    <uses-permission android:name="android.permission.CAMERA" />
+    
+    <!-- Pour Android 12 et inférieur -->
+    <uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" android:maxSdkVersion="32" />
+    
+    <!-- Pour Android 13 et supérieur -->
+    <uses-permission android:name="android.permission.READ_MEDIA_IMAGES" />
     <application
         android:label="bully"
         android:name="${applicationName}"

backendia/.gitignore

@@ -0,0 +1,38 @@
+# Dependencies
+node_modules/
+dashboard/node_modules/
+
+# Next.js build output
+dashboard/.next/
+dashboard/out/
+
+# Environment variables
+.env
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+# Database
+backendia/uploads/data/database.sqlite
+*.sqlite
+*.sqlite-journal
+
+# Uploads and Exports (Ignore content but keep directories)
+uploads/images/*
+!uploads/images/.gitkeep
+uploads/data/*
+!uploads/data/.gitkeep
+!uploads/data/database.sqlite
+exports/*
+!exports/.gitkeep
+
+# Logs
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+*.log
+
+# OS files
+.DS_Store
+Thumbs.db

backendia/dashboard/.gitignore

@@ -0,0 +1,41 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.*
+.yarn/*
+!.yarn/patches
+!.yarn/plugins
+!.yarn/releases
+!.yarn/versions
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+.pnpm-debug.log*
+
+# env files (can opt-in for committing if needed)
+.env*
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts

backendia/dashboard/AGENTS.md

@@ -0,0 +1,5 @@
+<!-- BEGIN:nextjs-agent-rules -->
+# This is NOT the Next.js you know
+
+This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices.
+<!-- END:nextjs-agent-rules -->

backendia/dashboard/CLAUDE.md

@@ -0,0 +1 @@
+@AGENTS.md

backendia/dashboard/README.md

@@ -0,0 +1,36 @@
+This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
+
+## Getting Started
+
+First, run the development server:
+
+```bash
+npm run dev
+# or
+yarn dev
+# or
+pnpm dev
+# or
+bun dev
+```
+
+Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+
+You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
+
+This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
+
+## Learn More
+
+To learn more about Next.js, take a look at the following resources:
+
+- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
+- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
+
+You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
+
+## Deploy on Vercel
+
+The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
+
+Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.

backendia/dashboard/eslint.config.mjs

@@ -0,0 +1,18 @@
+import { defineConfig, globalIgnores } from "eslint/config";
+import nextVitals from "eslint-config-next/core-web-vitals";
+import nextTs from "eslint-config-next/typescript";
+
+const eslintConfig = defineConfig([
+  ...nextVitals,
+  ...nextTs,
+  // Override default ignores of eslint-config-next.
+  globalIgnores([
+    // Default ignores of eslint-config-next:
+    ".next/**",
+    "out/**",
+    "build/**",
+    "next-env.d.ts",
+  ]),
+]);
+
+export default eslintConfig;

backendia/dashboard/next-env.d.ts

@@ -0,0 +1,6 @@
+/// <reference types="next" />
+/// <reference types="next/image-types/global" />
+import "./.next/dev/types/routes.d.ts";
+
+// NOTE: This file should not be edited
+// see https://nextjs.org/docs/app/api-reference/config/typescript for more information.

backendia/dashboard/next.config.ts

@@ -0,0 +1,17 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {
+  /* config options here */
+  images: {
+    remotePatterns: [
+      {
+        protocol: 'http',
+        hostname: '127.0.0.1',
+        port: '3000',
+        pathname: '/uploads/**',
+      },
+    ],
+  },
+};
+
+export default nextConfig;

backendia/dashboard/package.json

@@ -0,0 +1,29 @@
+{
+  "name": "dashboard",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "eslint"
+  },
+  "dependencies": {
+    "clsx": "^2.1.1",
+    "lucide-react": "^1.14.0",
+    "next": "16.2.4",
+    "react": "19.2.4",
+    "react-dom": "19.2.4",
+    "tailwind-merge": "^3.5.0"
+  },
+  "devDependencies": {
+    "@tailwindcss/postcss": "^4",
+    "@types/node": "^20",
+    "@types/react": "^19",
+    "@types/react-dom": "^19",
+    "eslint": "^9",
+    "eslint-config-next": "16.2.4",
+    "tailwindcss": "^4",
+    "typescript": "^5"
+  }
+}

backendia/dashboard/postcss.config.mjs

@@ -0,0 +1,7 @@
+const config = {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};
+
+export default config;

backendia/dashboard/public/file.svg

@@ -0,0 +1 @@
+<svg fill="none" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg"><path d="M14.5 13.5V5.41a1 1 0 0 0-.3-.7L9.8.29A1 1 0 0 0 9.08 0H1.5v13.5A2.5 2.5 0 0 0 4 16h8a2.5 2.5 0 0 0 2.5-2.5m-1.5 0v-7H8v-5H3v12a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1M9.5 5V2.12L12.38 5zM5.13 5h-.62v1.25h2.12V5zm-.62 3h7.12v1.25H4.5zm.62 3h-.62v1.25h7.12V11z" clip-rule="evenodd" fill="#666" fill-rule="evenodd"/></svg>

backendia/dashboard/public/globe.svg

@@ -0,0 +1 @@
+<svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><g clip-path="url(#a)"><path fill-rule="evenodd" clip-rule="evenodd" d="M10.27 14.1a6.5 6.5 0 0 0 3.67-3.45q-1.24.21-2.7.34-.31 1.83-.97 3.1M8 16A8 8 0 1 0 8 0a8 8 0 0 0 0 16m.48-1.52a7 7 0 0 1-.96 0H7.5a4 4 0 0 1-.84-1.32q-.38-.89-.63-2.08a40 40 0 0 0 3.92 0q-.25 1.2-.63 2.08a4 4 0 0 1-.84 1.31zm2.94-4.76q1.66-.15 2.95-.43a7 7 0 0 0 0-2.58q-1.3-.27-2.95-.43a18 18 0 0 1 0 3.44m-1.27-3.54a17 17 0 0 1 0 3.64 39 39 0 0 1-4.3 0 17 17 0 0 1 0-3.64 39 39 0 0 1 4.3 0m1.1-1.17q1.45.13 2.69.34a6.5 6.5 0 0 0-3.67-3.44q.65 1.26.98 3.1M8.48 1.5l.01.02q.41.37.84 1.31.38.89.63 2.08a40 40 0 0 0-3.92 0q.25-1.2.63-2.08a4 4 0 0 1 .85-1.32 7 7 0 0 1 .96 0m-2.75.4a6.5 6.5 0 0 0-3.67 3.44 29 29 0 0 1 2.7-.34q.31-1.83.97-3.1M4.58 6.28q-1.66.16-2.95.43a7 7 0 0 0 0 2.58q1.3.27 2.95.43a18 18 0 0 1 0-3.44m.17 4.71q-1.45-.12-2.69-.34a6.5 6.5 0 0 0 3.67 3.44q-.65-1.27-.98-3.1" fill="#666"/></g><defs><clipPath id="a"><path fill="#fff" d="M0 0h16v16H0z"/></clipPath></defs></svg>

backendia/dashboard/public/next.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 394 80"><path fill="#000" d="M262 0h68.5v12.7h-27.2v66.6h-13.6V12.7H262V0ZM149 0v12.7H94v20.4h44.3v12.6H94v21h55v12.6H80.5V0h68.7zm34.3 0h-17.8l63.8 79.4h17.9l-32-39.7 32-39.6h-17.9l-23 28.6-23-28.6zm18.3 56.7-9-11-27.1 33.7h17.8l18.3-22.7z"/><path fill="#000" d="M81 79.3 17 0H0v79.3h13.6V17l50.2 62.3H81Zm252.6-.4c-1 0-1.8-.4-2.5-1s-1.1-1.6-1.1-2.6.3-1.8 1-2.5 1.6-1 2.6-1 1.8.3 2.5 1a3.4 3.4 0 0 1 .6 4.3 3.7 3.7 0 0 1-3 1.8zm23.2-33.5h6v23.3c0 2.1-.4 4-1.3 5.5a9.1 9.1 0 0 1-3.8 3.5c-1.6.8-3.5 1.3-5.7 1.3-2 0-3.7-.4-5.3-1s-2.8-1.8-3.7-3.2c-.9-1.3-1.4-3-1.4-5h6c.1.8.3 1.6.7 2.2s1 1.2 1.6 1.5c.7.4 1.5.5 2.4.5 1 0 1.8-.2 2.4-.6a4 4 0 0 0 1.6-1.8c.3-.8.5-1.8.5-3V45.5zm30.9 9.1a4.4 4.4 0 0 0-2-3.3 7.5 7.5 0 0 0-4.3-1.1c-1.3 0-2.4.2-3.3.5-.9.4-1.6 1-2 1.6a3.5 3.5 0 0 0-.3 4c.3.5.7.9 1.3 1.2l1.8 1 2 .5 3.2.8c1.3.3 2.5.7 3.7 1.2a13 13 0 0 1 3.2 1.8 8.1 8.1 0 0 1 3 6.5c0 2-.5 3.7-1.5 5.1a10 10 0 0 1-4.4 3.5c-1.8.8-4.1 1.2-6.8 1.2-2.6 0-4.9-.4-6.8-1.2-2-.8-3.4-2-4.5-3.5a10 10 0 0 1-1.7-5.6h6a5 5 0 0 0 3.5 4.6c1 .4 2.2.6 3.4.6 1.3 0 2.5-.2 3.5-.6 1-.4 1.8-1 2.4-1.7a4 4 0 0 0 .8-2.4c0-.9-.2-1.6-.7-2.2a11 11 0 0 0-2.1-1.4l-3.2-1-3.8-1c-2.8-.7-5-1.7-6.6-3.2a7.2 7.2 0 0 1-2.4-5.7 8 8 0 0 1 1.7-5 10 10 0 0 1 4.3-3.5c2-.8 4-1.2 6.4-1.2 2.3 0 4.4.4 6.2 1.2 1.8.8 3.2 2 4.3 3.4 1 1.4 1.5 3 1.5 5h-5.8z"/></svg>

backendia/dashboard/public/vercel.svg

@@ -0,0 +1 @@
+<svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1155 1000"><path d="m577.3 0 577.4 1000H0z" fill="#fff"/></svg>

backendia/dashboard/public/window.svg

@@ -0,0 +1 @@
+<svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 2.5h13v10a1 1 0 0 1-1 1h-11a1 1 0 0 1-1-1zM0 1h16v11.5a2.5 2.5 0 0 1-2.5 2.5h-11A2.5 2.5 0 0 1 0 12.5zm3.75 4.5a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5M7 4.75a.75.75 0 1 1-1.5 0 .75.75 0 0 1 1.5 0m1.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5" fill="#666"/></svg>

backendia/dashboard/src/app/contributors/page.tsx

@@ -0,0 +1,104 @@
+import { fetchApi } from "@/lib/api";
+import { Users, Award, Camera, Clock } from "lucide-react";
+
+interface Contributor {
+  wallet_hash: string;
+  photo_count: number;
+  last_upload: string;
+}
+
+export default async function ContributorsPage() {
+  let contributors: Contributor[] = [];
+  try {
+    const response = await fetchApi('/api/contributors');
+    contributors = response.contributors;
+  } catch (error) {
+    console.error("Error fetching contributors:", error);
+  }
+
+  return (
+    <div className="space-y-8">
+      <div className="flex flex-col gap-2">
+        <h2 className="text-3xl font-bold tracking-tight">Top Contributeurs</h2>
+        <p className="text-slate-400">Classement des utilisateurs selon leur contribution à l'entraînement de l'IA.</p>
+      </div>
+
+      <div className="grid grid-cols-1 lg:grid-cols-4 gap-6">
+        {/* Stats Summary */}
+        <div className="lg:col-span-1 space-y-6">
+          <StatCard 
+            title="Total Contributeurs" 
+            value={contributors.length} 
+            icon={<Users className="text-indigo-400" />} 
+          />
+          <StatCard 
+            title="Total Photos" 
+            value={contributors.reduce((acc, c) => acc + c.photo_count, 0)} 
+            icon={<Camera className="text-emerald-400" />} 
+          />
+        </div>
+
+        {/* Table */}
+        <div className="lg:col-span-3 bg-slate-900 border border-slate-800 rounded-2xl overflow-hidden">
+          <table className="w-full text-left">
+            <thead className="bg-slate-950/50 border-b border-slate-800">
+              <tr>
+                <th className="px-6 py-4 text-xs font-bold text-slate-500 uppercase tracking-widest">Rang</th>
+                <th className="px-6 py-4 text-xs font-bold text-slate-500 uppercase tracking-widest">Wallet Hash</th>
+                <th className="px-6 py-4 text-xs font-bold text-slate-500 uppercase tracking-widest text-center">Photos</th>
+                <th className="px-6 py-4 text-xs font-bold text-slate-500 uppercase tracking-widest text-right">Dernier Upload</th>
+              </tr>
+            </thead>
+            <tbody className="divide-y divide-slate-800">
+              {contributors.map((c, index) => (
+                <tr key={c.wallet_hash} className="hover:bg-slate-800/30 transition-colors">
+                  <td className="px-6 py-4">
+                    <div className="flex items-center gap-3">
+                      {index < 3 ? (
+                        <Award className={index === 0 ? "text-yellow-500" : index === 1 ? "text-slate-400" : "text-amber-700"} />
+                      ) : (
+                        <span className="text-slate-500 font-mono w-6 text-center">#{index + 1}</span>
+                      )}
+                    </div>
+                  </td>
+                  <td className="px-6 py-4">
+                    <span className="font-mono text-xs text-slate-300">{c.wallet_hash}</span>
+                  </td>
+                  <td className="px-6 py-4 text-center">
+                    <span className="px-2 py-1 bg-indigo-500/10 text-indigo-400 rounded-md text-xs font-bold border border-indigo-500/20">
+                      {c.photo_count}
+                    </span>
+                  </td>
+                  <td className="px-6 py-4 text-right text-xs text-slate-400 flex items-center justify-end gap-2">
+                    <Clock size={14} />
+                    {new Date(c.last_upload).toLocaleString()}
+                  </td>
+                </tr>
+              ))}
+            </tbody>
+          </table>
+          
+          {contributors.length === 0 && (
+            <div className="py-24 text-center text-slate-500">
+              Aucun contributeur enregistré pour le moment.
+            </div>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function StatCard({ title, value, icon }: any) {
+  return (
+    <div className="bg-slate-900 border border-slate-800 p-6 rounded-2xl flex items-center justify-between">
+      <div className="space-y-1">
+        <p className="text-xs text-slate-500 font-bold uppercase tracking-widest">{title}</p>
+        <p className="text-3xl font-bold">{value}</p>
+      </div>
+      <div className="w-12 h-12 bg-slate-800 rounded-xl flex items-center justify-center shadow-inner">
+        {icon}
+      </div>
+    </div>
+  );
+}

backendia/dashboard/src/app/globals.css

@@ -0,0 +1,26 @@
+@import "tailwindcss";
+
+:root {
+  --background: #ffffff;
+  --foreground: #171717;
+}
+
+@theme inline {
+  --color-background: var(--background);
+  --color-foreground: var(--foreground);
+  --font-sans: var(--font-geist-sans);
+  --font-mono: var(--font-geist-mono);
+}
+
+@media (prefers-color-scheme: dark) {
+  :root {
+    --background: #0a0a0a;
+    --foreground: #ededed;
+  }
+}
+
+body {
+  background: var(--background);
+  color: var(--foreground);
+  font-family: Arial, Helvetica, sans-serif;
+}

backendia/dashboard/src/app/layout.tsx

@@ -0,0 +1,67 @@
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import "./globals.css";
+import Link from "next/link";
+import { LayoutDashboard, Users, Image as ImageIcon } from "lucide-react";
+
+const inter = Inter({ subsets: ["latin"] });
+
+export const metadata: Metadata = {
+  title: "Bully IA Dashboard",
+  description: "Visualisation des données d'analyse de cibles",
+};
+
+export default function RootLayout({
+  children,
+}: Readonly<{
+  children: React.ReactNode;
+}>) {
+  return (
+    <html lang="fr" className="dark">
+      <body className={`${inter.className} bg-slate-950 text-slate-50 min-h-screen flex`}>
+        {/* Sidebar */}
+        <aside className="w-64 border-r border-slate-800 bg-slate-900/50 p-6 flex flex-col gap-8">
+          <div className="flex items-center gap-3 px-2">
+            <div className="w-8 h-8 bg-indigo-600 rounded-lg flex items-center justify-center font-bold">B</div>
+            <h1 className="text-xl font-bold tracking-tight">Bully IA</h1>
+          </div>
+          
+          <nav className="flex flex-col gap-2">
+            <Link 
+              href="/" 
+              className="flex items-center gap-3 px-3 py-2 rounded-lg hover:bg-slate-800 transition-colors text-slate-300 hover:text-white"
+            >
+              <LayoutDashboard size={20} />
+              Tableau de bord
+            </Link>
+            <Link 
+              href="/contributors" 
+              className="flex items-center gap-3 px-3 py-2 rounded-lg hover:bg-slate-800 transition-colors text-slate-300 hover:text-white"
+            >
+              <Users size={20} />
+              Contributeurs
+            </Link>
+          </nav>
+
+          <div className="mt-auto pt-6 border-t border-slate-800">
+            <p className="text-xs text-slate-500 px-2">v1.0.0 Alpha</p>
+          </div>
+        </aside>
+
+        {/* Main Content */}
+        <main className="flex-1 flex flex-col">
+          <header className="h-16 border-b border-slate-800 flex items-center px-8 bg-slate-900/20">
+            <div className="flex items-center gap-2 text-sm text-slate-400">
+              <span>Admin</span>
+              <span>/</span>
+              <span className="text-slate-200">Dashboard</span>
+            </div>
+          </header>
+          <div className="flex-1 p-8 overflow-auto">
+            {children}
+          </div>
+        </main>
+      </body>
+    </html>
+  );
+}

backendia/dashboard/src/app/page.tsx

@@ -0,0 +1,105 @@
+import { fetchApi, API_BASE_URL } from "@/lib/api";
+import DatasetToolbar from "@/components/DatasetToolbar";
+import { Calendar, User, Crosshair } from "lucide-react";
+import Link from "next/link";
+
+interface PlottingData {
+  session_id: string;
+  wallet_hash: string;
+  timestamp: string;
+  plotting: {
+    impacts: any[];
+  };
+}
+
+interface PhotoData {
+  filename: string;
+  imageUrl: string;
+  data: PlottingData | null;
+}
+
+export default async function DashboardPage() {
+  let photos: PhotoData[] = [];
+  try {
+    const response = await fetchApi('/api/all-data');
+    photos = response.data;
+  } catch (error) {
+    console.error("Error fetching photos:", error);
+  }
+
+  return (
+    <div className="space-y-8">
+      <div className="flex flex-col md:flex-row md:items-end justify-between gap-4">
+        <div className="flex flex-col gap-2">
+          <h2 className="text-3xl font-bold tracking-tight">Galerie des Sessions</h2>
+          <p className="text-slate-400">Visualisez et gérez les données d'entraînement collectées.</p>
+        </div>
+      </div>
+
+      <DatasetToolbar />
+
+      <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-6">
+        {photos.map((photo) => (
+          <Link 
+            key={photo.filename} 
+            href={`/photo/${photo.filename}`}
+            className="group relative bg-slate-900 rounded-xl border border-slate-800 overflow-hidden hover:border-indigo-500/50 transition-all hover:shadow-2xl hover:shadow-indigo-500/10"
+          >
+            {/* Image Preview */}
+            <div className="aspect-[3/4] relative overflow-hidden bg-slate-800">
+              {/* eslint-disable-next-line @next/next/no-img-element */}
+              <img 
+                src={`${API_BASE_URL}${photo.imageUrl}`}
+                alt={photo.filename}
+                className="w-full h-full object-cover group-hover:scale-105 transition-transform duration-500"
+              />
+              <div className="absolute inset-0 bg-gradient-to-t from-slate-950 via-transparent to-transparent opacity-80" />
+              
+              {/* Badge impacts */}
+              {photo.data?.plotting?.impacts && (
+                <div className="absolute top-3 right-3 bg-indigo-600/90 backdrop-blur-md px-2 py-1 rounded-md text-[10px] font-bold flex items-center gap-1">
+                  <Crosshair size={12} />
+                  {photo.data.plotting.impacts.length} IMPACTS
+                </div>
+              )}
+            </div>
+
+            {/* Info */}
+            <div className="p-4 space-y-3">
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2 text-xs text-slate-400">
+                  <Calendar size={14} className="text-indigo-400" />
+                  {photo.data ? new Date(photo.data.timestamp).toLocaleDateString() : 'Date inconnue'}
+                </div>
+                {photo.data ? (
+                  <span className="text-[10px] bg-emerald-500/10 text-emerald-400 px-1.5 py-0.5 rounded border border-emerald-500/20 font-bold">DATA OK</span>
+                ) : (
+                  <span className="text-[10px] bg-rose-500/10 text-rose-400 px-1.5 py-0.5 rounded border border-rose-500/20 font-bold">NO DATA</span>
+                )}
+              </div>
+              
+              <div className="flex items-center gap-2 text-xs text-slate-300 font-mono truncate">
+                <User size={14} className="text-indigo-400" />
+                {photo.data?.wallet_hash?.substring(0, 12) || 'Anonyme'}...
+              </div>
+              
+              <div className="pt-2 border-t border-slate-800 flex justify-between items-center">
+                <span className="text-[10px] text-slate-500 uppercase tracking-widest font-bold">Session ID</span>
+                <span className="text-xs text-slate-300 font-mono truncate max-w-[120px]">
+                  {photo.data?.session_id || 'N/A'}
+                </span>
+              </div>
+            </div>
+          </Link>
+        ))}
+      </div>
+
+      {photos.length === 0 && (
+        <div className="flex flex-col items-center justify-center py-24 text-slate-500 gap-4 border-2 border-dashed border-slate-800 rounded-3xl">
+          <Crosshair size={48} className="opacity-20" />
+          <p>Aucune session d'entraînement trouvée.</p>
+        </div>
+      )}
+    </div>
+  );
+}

backendia/dashboard/src/app/photo/[id]/page.tsx

@@ -0,0 +1,49 @@
+import { fetchApi, API_BASE_URL } from "@/lib/api";
+import PhotoEditor from "@/components/PhotoEditor";
+import { ChevronLeft, Download } from "lucide-react";
+import Link from "next/link";
+
+export default async function PhotoDetailPage({ params }: { params: Promise<{ id: string }> }) {
+  const { id: encodedId } = await params;
+  const id = decodeURIComponent(encodedId);
+  let photo = null;
+
+  try {
+    const response = await fetchApi('/api/all-data');
+    photo = response.data.find((p: any) => p.filename === id);
+  } catch (error) {
+    console.error("Error fetching photo detail:", error);
+  }
+
+  if (!photo) {
+    return <div className="p-12 text-center">Session non trouvée.</div>;
+  }
+
+  return (
+    <div className="space-y-8">
+      {/* Header */}
+      <div className="flex items-center justify-between">
+        <Link 
+          href="/" 
+          className="flex items-center gap-2 text-slate-400 hover:text-white transition-colors"
+        >
+          <ChevronLeft size={20} />
+          Retour à la galerie
+        </Link>
+        
+        <div className="flex gap-3">
+          <a 
+            href={`${API_BASE_URL}/uploads/images/${id}`}
+            download
+            className="flex items-center gap-2 bg-slate-800 hover:bg-slate-700 px-4 py-2 rounded-lg text-sm font-medium transition-colors"
+          >
+            <Download size={18} />
+            Image Originale
+          </a>
+        </div>
+      </div>
+
+      <PhotoEditor initialPhoto={photo} />
+    </div>
+  );
+}

backendia/dashboard/src/components/DatasetToolbar.tsx

@@ -0,0 +1,98 @@
+"use client";
+
+import { useState } from "react";
+import { Download, Archive, AlertTriangle, Check, RefreshCw } from "lucide-react";
+import { API_BASE_URL } from "@/lib/api";
+import { useRouter } from "next/navigation";
+
+export default function DatasetToolbar() {
+  const router = useRouter();
+  const [isExporting, setIsExporting] = useState(false);
+  const [isArchiving, setIsArchiving] = useState(false);
+  const [showArchiveConfirm, setShowArchiveConfirm] = useState(false);
+
+  const handleExport = async () => {
+    setIsExporting(true);
+    try {
+      // On ouvre simplement l'URL dans un nouvel onglet pour déclencher le téléchargement
+      window.open(`${API_BASE_URL}/api/export/zip`, '_blank');
+    } catch (error) {
+      console.error("Export error:", error);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  const handleArchive = async () => {
+    setIsArchiving(true);
+    try {
+      const response = await fetch(`${API_BASE_URL}/api/export/archive`, {
+        method: "POST"
+      });
+      if (response.ok) {
+        setShowArchiveConfirm(false);
+        router.refresh(); // Rafraîchir la galerie
+      } else {
+        alert("Erreur lors de l'archivage");
+      }
+    } catch (error) {
+      console.error("Archive error:", error);
+      alert("Erreur réseau");
+    } finally {
+      setIsArchiving(false);
+    }
+  };
+
+  return (
+    <div className="bg-slate-900 border border-slate-800 rounded-2xl p-6 flex flex-col md:flex-row items-center justify-between gap-6 shadow-xl shadow-indigo-500/5">
+      <div className="space-y-1">
+        <h3 className="font-bold text-lg flex items-center gap-2">
+          <RefreshCw size={20} className="text-indigo-400" />
+          Gestion du Dataset
+        </h3>
+        <p className="text-xs text-slate-500">Exportez vos sessions étiquetées en ZIP et archivez-les pour nettoyer la galerie.</p>
+      </div>
+
+      <div className="flex gap-3">
+        <button 
+          onClick={handleExport}
+          disabled={isExporting}
+          className="flex items-center gap-2 bg-indigo-600 hover:bg-indigo-500 disabled:opacity-50 px-5 py-2.5 rounded-xl text-sm font-bold transition-all hover:scale-105 active:scale-95 shadow-lg shadow-indigo-600/20"
+        >
+          <Download size={18} />
+          {isExporting ? "Préparation..." : "Télécharger ZIP"}
+        </button>
+
+        {!showArchiveConfirm ? (
+          <button 
+            onClick={() => setShowArchiveConfirm(true)}
+            className="flex items-center gap-2 bg-slate-800 hover:bg-slate-700 px-5 py-2.5 rounded-xl text-sm font-bold transition-all border border-slate-700"
+          >
+            <Archive size={18} />
+            Archiver les sessions
+          </button>
+        ) : (
+          <div className="flex items-center gap-2 animate-in fade-in slide-in-from-right-4 duration-300">
+            <div className="flex items-center gap-2 px-4 py-2 bg-rose-500/10 border border-rose-500/20 rounded-xl text-rose-400 text-xs font-bold">
+              <AlertTriangle size={14} />
+              Vider la galerie ?
+            </div>
+            <button 
+              onClick={handleArchive}
+              disabled={isArchiving}
+              className="bg-rose-600 hover:bg-rose-500 p-2.5 rounded-xl transition-colors disabled:opacity-50"
+            >
+              <Check size={18} className="text-white" />
+            </button>
+            <button 
+              onClick={() => setShowArchiveConfirm(false)}
+              className="bg-slate-800 hover:bg-slate-700 p-2.5 rounded-xl transition-colors"
+            >
+              <Archive size={18} className="text-slate-400" />
+            </button>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}

backendia/dashboard/src/components/PhotoEditor.tsx

@@ -0,0 +1,226 @@
+"use client";
+
+import { useState } from "react";
+import PhotoOverlay from "./PhotoOverlay";
+import { Info, Calendar, User, Smartphone, Cpu, Save, Edit2, X, Trash2, Check, Tag } from "lucide-react";
+import { API_BASE_URL } from "@/lib/api";
+import { useRouter } from "next/navigation";
+
+interface PhotoEditorProps {
+  initialPhoto: any;
+}
+
+const PREDEFINED_LABELS = ["bullet_hole", "tear", "miss", "rebound", "other"];
+
+export default function PhotoEditor({ initialPhoto }: PhotoEditorProps) {
+  const router = useRouter();
+  const [isEditing, setIsEditing] = useState(false);
+  const [photoData, setPhotoData] = useState(initialPhoto.data);
+  const [isSaving, setIsSaving] = useState(false);
+
+  const handleImpactsChange = (newImpacts: any[]) => {
+    setPhotoData({
+      ...photoData,
+      plotting: {
+        ...photoData.plotting,
+        impacts: newImpacts
+      }
+    });
+  };
+
+  const updateLabel = (index: number, label: string) => {
+    const newImpacts = [...photoData.plotting.impacts];
+    newImpacts[index] = { ...newImpacts[index], label };
+    handleImpactsChange(newImpacts);
+  };
+
+  const updateScore = (index: number, score: number) => {
+    const newImpacts = [...photoData.plotting.impacts];
+    newImpacts[index] = { ...newImpacts[index], score };
+    handleImpactsChange(newImpacts);
+  };
+
+  const handleSave = async () => {
+    setIsSaving(true);
+    try {
+      const response = await fetch(`${API_BASE_URL}/api/data/${initialPhoto.filename}`, {
+        method: "PUT",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify(photoData),
+      });
+
+      if (response.ok) {
+        setIsEditing(false);
+        router.refresh();
+      } else {
+        alert("Erreur lors de la sauvegarde");
+      }
+    } catch (error) {
+      console.error("Save error:", error);
+      alert("Erreur réseau");
+    } finally {
+      setIsSaving(false);
+    }
+  };
+
+  const impacts = photoData?.plotting?.impacts || [];
+
+  return (
+    <div className="grid grid-cols-1 xl:grid-cols-3 gap-8">
+      {/* Main View */}
+      <div className="xl:col-span-2 space-y-4">
+        <div className="flex items-center justify-between bg-slate-900/50 p-4 rounded-xl border border-slate-800">
+          <div className="flex items-center gap-3">
+            <div className={`w-2 h-2 rounded-full ${isEditing ? 'bg-amber-500 animate-pulse' : 'bg-emerald-500'}`} />
+            <span className="text-sm font-medium">
+              {isEditing ? "Mode Édition Actif" : "Mode Visualisation"}
+            </span>
+          </div>
+          
+          <div className="flex gap-2">
+            {isEditing ? (
+              <>
+                <button 
+                  onClick={() => {
+                    setPhotoData(initialPhoto.data);
+                    setIsEditing(false);
+                  }}
+                  className="flex items-center gap-2 bg-slate-800 hover:bg-slate-700 px-4 py-2 rounded-lg text-sm font-medium transition-colors"
+                >
+                  <X size={18} />
+                  Annuler
+                </button>
+                <button 
+                  onClick={handleSave}
+                  disabled={isSaving}
+                  className="flex items-center gap-2 bg-indigo-600 hover:bg-indigo-500 px-4 py-2 rounded-lg text-sm font-medium transition-colors disabled:opacity-50"
+                >
+                  <Save size={18} />
+                  {isSaving ? "Enregistrement..." : "Enregistrer"}
+                </button>
+              </>
+            ) : (
+              <button 
+                onClick={() => setIsEditing(true)}
+                className="flex items-center gap-2 bg-indigo-600 hover:bg-indigo-500 px-4 py-2 rounded-lg text-sm font-medium transition-colors"
+              >
+                <Edit2 size={18} />
+                Modifier les points
+              </button>
+            )}
+          </div>
+        </div>
+
+        <PhotoOverlay 
+          imageUrl={`${API_BASE_URL}${initialPhoto.imageUrl}`}
+          impacts={impacts}
+          targetCorners={photoData?.plotting?.target_corners || []}
+          isEditing={isEditing}
+          onImpactsChange={handleImpactsChange}
+        />
+      </div>
+
+      {/* Sidebar Info & Labeling */}
+      <div className="space-y-6">
+        {/* Labeling Section (Only if editing or has impacts) */}
+        <div className="bg-slate-900 border border-slate-800 rounded-2xl p-6 space-y-4">
+          <div className="flex items-center justify-between pb-4 border-b border-slate-800">
+            <div className="flex items-center gap-3">
+              <Tag className="text-indigo-400" size={20} />
+              <h3 className="font-bold text-lg">Étiquetage (Impacts)</h3>
+            </div>
+            <span className="bg-slate-800 text-slate-400 text-[10px] font-bold px-2 py-0.5 rounded">
+              {impacts.length} TOTAL
+            </span>
+          </div>
+
+          <div className="space-y-3 max-h-[400px] overflow-auto pr-2 custom-scrollbar">
+            {impacts.map((impact: any, index: number) => (
+              <div key={impact.id} className="bg-slate-950 p-3 rounded-xl border border-slate-800 space-y-3 group">
+                <div className="flex items-center justify-between">
+                  <span className="text-[10px] font-bold text-slate-500 uppercase">Impact #{impact.id}</span>
+                  {isEditing && (
+                    <button 
+                      onClick={(e) => {
+                        const newImpacts = impacts.filter((_: any, i: number) => i !== index);
+                        handleImpactsChange(newImpacts);
+                      }}
+                      className="text-slate-600 hover:text-rose-500 transition-colors"
+                    >
+                      <Trash2 size={14} />
+                    </button>
+                  )}
+                </div>
+
+                <div className="grid grid-cols-2 gap-2">
+                  <div className="space-y-1">
+                    <label className="text-[10px] text-slate-500 font-bold uppercase">Label</label>
+                    {isEditing ? (
+                      <select 
+                        value={impact.label}
+                        onChange={(e) => updateLabel(index, e.target.value)}
+                        className="w-full bg-slate-900 border border-slate-800 rounded px-2 py-1 text-xs outline-none focus:border-indigo-500"
+                      >
+                        {PREDEFINED_LABELS.map(l => <option key={l} value={l}>{l}</option>)}
+                      </select>
+                    ) : (
+                      <div className="text-xs text-indigo-300 font-medium">{impact.label}</div>
+                    )}
+                  </div>
+                  <div className="space-y-1">
+                    <label className="text-[10px] text-slate-500 font-bold uppercase">Score</label>
+                    {isEditing ? (
+                      <input 
+                        type="number"
+                        min="0"
+                        max="10"
+                        value={impact.score}
+                        onChange={(e) => updateScore(index, parseInt(e.target.value) || 0)}
+                        className="w-full bg-slate-900 border border-slate-800 rounded px-2 py-1 text-xs outline-none focus:border-indigo-500"
+                      />
+                    ) : (
+                      <div className="text-xs text-emerald-400 font-bold">{impact.score}</div>
+                    )}
+                  </div>
+                </div>
+              </div>
+            ))}
+
+            {impacts.length === 0 && (
+              <p className="text-center py-8 text-xs text-slate-500 italic">
+                Aucun impact détecté. {isEditing ? "Cliquez sur l'image pour en ajouter." : ""}
+              </p>
+            )}
+          </div>
+        </div>
+
+        {/* Metadata Card (Read Only) */}
+        <div className="bg-slate-900/50 border border-slate-800 rounded-2xl p-6 space-y-4 opacity-80">
+          <div className="flex items-center gap-3 pb-2 border-b border-slate-800">
+            <Info className="text-slate-400" size={18} />
+            <h3 className="font-bold text-sm text-slate-300">Métadonnées Session</h3>
+          </div>
+          <div className="space-y-3">
+            <InfoItem icon={<Calendar size={14} />} label="Date" value={photoData ? new Date(photoData.timestamp).toLocaleString() : 'Inconnue'} />
+            <InfoItem icon={<User size={14} />} label="Contributeur" value={photoData?.wallet_hash || 'Anonyme'} isMono />
+            <InfoItem icon={<Smartphone size={14} />} label="Appareil" value={photoData?.device_info?.model || 'Inconnu'} />
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function InfoItem({ icon, label, value, isMono = false }: any) {
+  return (
+    <div className="flex flex-col gap-0.5">
+      <div className="flex items-center gap-1.5 text-[10px] text-slate-500 font-bold uppercase">
+        {icon}
+        {label}
+      </div>
+      <p className={`text-xs text-slate-300 ${isMono ? 'font-mono truncate' : ''}`}>
+        {value}
+      </p>
+    </div>
+  );
+}

backendia/dashboard/src/components/PhotoOverlay.tsx

@@ -0,0 +1,183 @@
+"use client";
+
+import { useEffect, useRef, useState } from "react";
+
+interface Point {
+  norm_x: number;
+  norm_y: number;
+}
+
+interface Impact {
+  id: number;
+  label: string;
+  score: number;
+  coords: Point;
+}
+
+interface PhotoOverlayProps {
+  imageUrl: string;
+  impacts: Impact[];
+  targetCorners: Point[];
+  isEditing?: boolean;
+  onImpactsChange?: (impacts: Impact[]) => void;
+}
+
+export default function PhotoOverlay({
+  imageUrl,
+  impacts,
+  targetCorners,
+  isEditing = false,
+  onImpactsChange
+}: PhotoOverlayProps) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const [dimensions, setDimensions] = useState({ width: 0, height: 0 });
+  const [dragIndex, setDragIndex] = useState<number | null>(null);
+
+  useEffect(() => {
+    const updateDimensions = () => {
+      if (containerRef.current) {
+        setDimensions({
+          width: containerRef.current.offsetWidth,
+          height: containerRef.current.offsetHeight,
+        });
+      }
+    };
+
+    updateDimensions();
+    window.addEventListener("resize", updateDimensions);
+    return () => window.removeEventListener("resize", updateDimensions);
+  }, []);
+
+  const handleImageClick = (e: React.MouseEvent) => {
+    if (!isEditing || !onImpactsChange || dragIndex !== null) return;
+
+    const rect = containerRef.current?.getBoundingClientRect();
+    if (!rect) return;
+
+    // Calculer les coordonnées normalisées
+    const x = (e.clientX - rect.left) / dimensions.width;
+    const y = (e.clientY - rect.top) / dimensions.height;
+
+    // Créer un nouvel impact
+    const newImpact: Impact = {
+      id: impacts.length > 0 ? Math.max(...impacts.map(i => i.id)) + 1 : 1,
+      label: "bullet_hole",
+      score: 10,
+      coords: { norm_x: x, norm_y: y }
+    };
+
+    onImpactsChange([...impacts, newImpact]);
+  };
+
+  const handleMouseMove = (e: React.MouseEvent) => {
+    if (dragIndex === null || !onImpactsChange) return;
+
+    const rect = containerRef.current?.getBoundingClientRect();
+    if (!rect) return;
+
+    const x = (e.clientX - rect.left) / dimensions.width;
+    const y = (e.clientY - rect.top) / dimensions.height;
+
+    const newImpacts = [...impacts];
+    newImpacts[dragIndex] = {
+      ...newImpacts[dragIndex],
+      coords: { norm_x: x, norm_y: y }
+    };
+
+    onImpactsChange(newImpacts);
+  };
+
+  const deleteImpact = (e: React.MouseEvent, index: number) => {
+    e.stopPropagation();
+    if (!isEditing || !onImpactsChange) return;
+    const newImpacts = impacts.filter((_, i) => i !== index);
+    onImpactsChange(newImpacts);
+  };
+
+  return (
+    <div
+      ref={containerRef}
+      className={`relative w-full flex items-center justify-center bg-slate-900 rounded-2xl overflow-hidden border border-slate-800 shadow-2xl min-h-[400px] ${isEditing ? 'cursor-crosshair' : ''}`}
+      onClick={handleImageClick}
+      onMouseMove={handleMouseMove}
+      onMouseUp={() => setDragIndex(null)}
+      onMouseLeave={() => setDragIndex(null)}
+    >
+      {/* eslint-disable-next-line @next/next/no-img-element */}
+      <img
+        src={imageUrl}
+        alt="Target Analysis"
+        className="max-w-full max-h-[80vh] object-contain select-none"
+        draggable={false}
+        onLoad={(e) => {
+          const img = e.currentTarget;
+          setDimensions({ width: img.clientWidth, height: img.clientHeight });
+        }}
+      />
+
+      {dimensions.width > 0 && (
+        <svg
+          className="absolute pointer-events-none"
+          viewBox={`0 0 ${dimensions.width} ${dimensions.height}`}
+          style={{ width: dimensions.width, height: dimensions.height }}
+        >
+          {/* Draw Target Box if corners exist */}
+          {targetCorners && targetCorners.length === 4 && (
+            <polygon
+              points={targetCorners.map(c => `${c.norm_x * dimensions.width},${c.norm_y * dimensions.height}`).join(' ')}
+              fill="rgba(79, 70, 229, 0.15)"
+              stroke="#6366f1"
+              strokeWidth="2"
+              strokeDasharray="4 2"
+            />
+          )}
+
+          {/* Draw Impacts */}
+          {impacts.map((impact, index) => (
+            <g key={impact.id}>
+              {/* Glow effect */}
+              <circle
+                cx={impact.coords.norm_x * dimensions.width}
+                cy={impact.coords.norm_y * dimensions.height}
+                r={isEditing ? "12" : "8"}
+                fill={isEditing ? "rgba(244, 63, 94, 0.2)" : "rgba(244, 63, 94, 0.3)"}
+                className={isEditing ? 'pointer-events-auto cursor-move' : ''}
+                onMouseDown={(e) => {
+                  if (!isEditing) return;
+                  e.stopPropagation();
+                  setDragIndex(index);
+                }}
+                onContextMenu={(e) => deleteImpact(e, index)}
+              />
+              {/* Main circle */}
+              <circle
+                cx={impact.coords.norm_x * dimensions.width}
+                cy={impact.coords.norm_y * dimensions.height}
+                r="5"
+                fill="#f43f5e"
+                stroke="white"
+                strokeWidth="1.5"
+              />
+              {/* Score text */}
+              <text
+                x={impact.coords.norm_x * dimensions.width}
+                y={impact.coords.norm_y * dimensions.height - 10}
+                className="text-[12px] font-bold fill-white text-center select-none"
+                textAnchor="middle"
+                style={{ textShadow: '0 0 4px rgba(0,0,0,0.9), 1px 1px 0 rgba(0,0,0,0.9)' }}
+              >
+                {impact.score}
+              </text>
+            </g>
+          ))}
+        </svg>
+      )}
+
+      {isEditing && (
+        <div className="absolute bottom-4 right-4 bg-slate-950/80 backdrop-blur-md px-3 py-1.5 rounded-full text-[10px] font-bold text-indigo-400 border border-indigo-500/30">
+          MODE ÉDITION : CLIC POUR AJOUTER • DRAG POUR DÉPLACER • CLIC DROIT POUR SUPPRIMER
+        </div>
+      )}
+    </div>
+  );
+}

backendia/dashboard/src/lib/api.ts

@@ -0,0 +1,11 @@
+export const API_BASE_URL = 'http://127.0.0.1:3000';
+
+export async function fetchApi(endpoint: string) {
+  const res = await fetch(`${API_BASE_URL}${endpoint}`, {
+    cache: 'no-store',
+  });
+  if (!res.ok) {
+    throw new Error(`Failed to fetch ${endpoint}`);
+  }
+  return res.json();
+}

backendia/dashboard/tsconfig.json

@@ -0,0 +1,34 @@
+{
+  "compilerOptions": {
+    "target": "ES2017",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "react-jsx",
+    "incremental": true,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./src/*"]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts",
+    "**/*.mts"
+  ],
+  "exclude": ["node_modules"]
+}

backendia/exports/.gitkeep

@@ -0,0 +1 @@
+# Keep directory structure

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777452200161-140195750.json

@@ -0,0 +1,116 @@
+{
+  "session_id": "session_1777452202935",
+  "timestamp": "2026-04-29T08:43:22.943303",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.3934941044560185,
+          "norm_y": 0.665676540798611
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.6055302372685185,
+          "norm_y": 0.6953124999999999
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.5981137876157407,
+          "norm_y": 0.5249565972222221
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.6759033203125,
+          "norm_y": 0.4786376953125
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.48608398437499994,
+          "norm_y": 0.5490315755208333
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.5101625795717593,
+          "norm_y": 0.43238661024305547
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.6296079282407407,
+          "norm_y": 0.4203152126736111
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.46386718749999994,
+          "norm_y": 0.48046875
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.3379521122685185,
+          "norm_y": 0.4397786458333333
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777452478470-134185918.json

@@ -0,0 +1,116 @@
+{
+  "session_id": "session_1777452481252",
+  "timestamp": "2026-04-29T08:48:01.259705",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.3934941044560185,
+          "norm_y": 0.665676540798611
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.6055302372685185,
+          "norm_y": 0.6953124999999999
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.5981137876157407,
+          "norm_y": 0.5249565972222221
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.6759033203125,
+          "norm_y": 0.4786376953125
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.48608398437499994,
+          "norm_y": 0.5490315755208333
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.5101625795717593,
+          "norm_y": 0.43238661024305547
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.6296079282407407,
+          "norm_y": 0.4203152126736111
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.46386718749999994,
+          "norm_y": 0.48046875
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.3379521122685185,
+          "norm_y": 0.4397786458333333
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777452610834-998848199.json

@@ -0,0 +1,44 @@
+{
+  "session_id": "session_1777452613625",
+  "timestamp": "2026-04-29T08:50:13.631206",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 10,
+        "coords": {
+          "norm_x": 0.49810836226851846,
+          "norm_y": 0.4981011284722222
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777463306078-559049531.json

@@ -0,0 +1,144 @@
+{
+  "session_id": "session_1777463308809",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-29T11:48:28.834236",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.38424660011574074,
+          "norm_y": 0.3666042751736111
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.6055302372685185,
+          "norm_y": 0.396240234375
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.5860903139467593,
+          "norm_y": 0.5999620225694443
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.33517433449074074,
+          "norm_y": 0.5592041015625
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.6073612919560185,
+          "norm_y": 0.5101047092013888
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.432373046875,
+          "norm_y": 0.46663411458333337
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.45181297019675926,
+          "norm_y": 0.5564236111111112
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 10,
+        "coords": {
+          "norm_x": 0.5221860532407407,
+          "norm_y": 0.48792860243055547
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.6564335575810184,
+          "norm_y": 0.7536349826388888
+        }
+      },
+      {
+        "id": 10,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.4712528935185185,
+          "norm_y": 0.7018229166666666
+        }
+      },
+      {
+        "id": 11,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.3981327763310185,
+          "norm_y": 0.7018229166666666
+        }
+      },
+      {
+        "id": 12,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.48144531249999994,
+          "norm_y": 0.8212483723958334
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777463700977-483303168.json

@@ -0,0 +1,117 @@
+{
+  "session_id": "session_1777463703756",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-29T11:55:03.765285",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.38424660011574074,
+          "norm_y": 0.45178222656249994
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.6518247251157407,
+          "norm_y": 0.3638237847222222
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.5490415219907407,
+          "norm_y": 0.66845703125
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.405517578125,
+          "norm_y": 0.6758490668402777
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.7268066406249999,
+          "norm_y": 0.6758490668402777
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.5471806278935185,
+          "norm_y": 0.529568142361111
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.44720504195601846,
+          "norm_y": 0.5980631510416666
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.45458984375,
+          "norm_y": 0.4221462673611111
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.5203251591435185,
+          "norm_y": 0.3638237847222222
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777464153541-625226221.json

@@ -0,0 +1,117 @@
+{
+  "session_id": "session_1777464156234",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-29T12:02:36.255849",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.38424660011574074,
+          "norm_y": 0.45178222656249994
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.6518247251157407,
+          "norm_y": 0.3638237847222222
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.5490415219907407,
+          "norm_y": 0.66845703125
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.405517578125,
+          "norm_y": 0.6758490668402777
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.7268066406249999,
+          "norm_y": 0.6758490668402777
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.5471806278935185,
+          "norm_y": 0.529568142361111
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.44720504195601846,
+          "norm_y": 0.5980631510416666
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.45458984375,
+          "norm_y": 0.4221462673611111
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.5203251591435185,
+          "norm_y": 0.3638237847222222
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-29T13-34-48-508Z/data/photo-1777464604476-656835279.json

@@ -0,0 +1,180 @@
+{
+  "session_id": "session_1777464607256",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-29T12:10:07.260954",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.31570457175925926,
+          "norm_y": 0.7388509114583333
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.3184814453125,
+          "norm_y": 0.6489935980902778
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.3110966435185185,
+          "norm_y": 0.529568142361111
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.31570457175925926,
+          "norm_y": 0.4416097005208333
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 4,
+        "coords": {
+          "norm_x": 0.31570457175925926,
+          "norm_y": 0.34252929687499994
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.32589699074074074,
+          "norm_y": 0.2332763671875
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.45458984375,
+          "norm_y": 0.19624837239583331
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.5981137876157407,
+          "norm_y": 0.23049587673611108
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.6907045717592593,
+          "norm_y": 0.3546006944444444
+        }
+      },
+      {
+        "id": 10,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.699951171875,
+          "norm_y": 0.48046875
+        }
+      },
+      {
+        "id": 11,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.6268310546874999,
+          "norm_y": 0.5416395399305556
+        }
+      },
+      {
+        "id": 12,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.49072265624999994,
+          "norm_y": 0.5610351562499999
+        }
+      },
+      {
+        "id": 13,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.4203495732060185,
+          "norm_y": 0.536960177951389
+        }
+      },
+      {
+        "id": 14,
+        "label": "bullet_hole",
+        "score": 6,
+        "coords": {
+          "norm_x": 0.5370180483217593,
+          "norm_y": 0.6879204644097222
+        }
+      },
+      {
+        "id": 15,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.6175537109375,
+          "norm_y": 0.7601453993055556
+        }
+      },
+      {
+        "id": 16,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.7027280454282406,
+          "norm_y": 0.8406439887152777
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-30T12-53-35-219Z/data/.gitkeep

@@ -0,0 +1 @@
+# Keep directory structure

backendia/exports/archive_2026-04-30T12-53-35-219Z/data/photo-1777553550008-681509771.json

@@ -0,0 +1,270 @@
+{
+  "session_id": "session_1777553535029",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-30T12:52:15.048830",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 0,
+        "coords": {
+          "norm_x": 0.17681929976851848,
+          "norm_y": 0.8851318359375
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 0,
+        "coords": {
+          "norm_x": 0.17681929976851848,
+          "norm_y": 0.7721489800347222
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.17959617332175923,
+          "norm_y": 0.6888020833333334
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.17959617332175923,
+          "norm_y": 0.6342095269097222
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.17959617332175923,
+          "norm_y": 0.560153537326389
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.17959617332175923,
+          "norm_y": 0.5138346354166666
+        }
+      },
+      {
+        "id": 7,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.1814579716435185,
+          "norm_y": 0.45273166232638884
+        }
+      },
+      {
+        "id": 8,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.18701171875,
+          "norm_y": 0.3878987630208333
+        }
+      },
+      {
+        "id": 9,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.18887351707175926,
+          "norm_y": 0.2925482855902778
+        }
+      },
+      {
+        "id": 10,
+        "label": "bullet_hole",
+        "score": 0,
+        "coords": {
+          "norm_x": 0.2036747685185185,
+          "norm_y": 0.20085991753472218
+        }
+      },
+      {
+        "id": 11,
+        "label": "bullet_hole",
+        "score": 0,
+        "coords": {
+          "norm_x": 0.27035499855324074,
+          "norm_y": 0.16200086805555558
+        }
+      },
+      {
+        "id": 12,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.37588523582175926,
+          "norm_y": 0.1546088324652778
+        }
+      },
+      {
+        "id": 13,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.46292136863425926,
+          "norm_y": 0.1518283420138889
+        }
+      },
+      {
+        "id": 14,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.6814579716435185,
+          "norm_y": 0.1499294704861111
+        }
+      },
+      {
+        "id": 15,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.5509033203125,
+          "norm_y": 0.1546088324652778
+        }
+      },
+      {
+        "id": 16,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.6156919126157407,
+          "norm_y": 0.1546088324652778
+        }
+      },
+      {
+        "id": 17,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.7703251591435185,
+          "norm_y": 0.2360568576388889
+        }
+      },
+      {
+        "id": 18,
+        "label": "bullet_hole",
+        "score": 4,
+        "coords": {
+          "norm_x": 0.7110595703125,
+          "norm_y": 0.3536512586805555
+        }
+      },
+      {
+        "id": 19,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.6027524594907407,
+          "norm_y": 0.4129231770833333
+        }
+      },
+      {
+        "id": 20,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.4823911313657407,
+          "norm_y": 0.4304877387152777
+        }
+      },
+      {
+        "id": 21,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.39627097800925926,
+          "norm_y": 0.43509928385416663
+        }
+      },
+      {
+        "id": 22,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.289794921875,
+          "norm_y": 0.43238661024305547
+        }
+      },
+      {
+        "id": 23,
+        "label": "bullet_hole",
+        "score": 2,
+        "coords": {
+          "norm_x": 0.7166440610532407,
+          "norm_y": 0.7693684895833333
+        }
+      },
+      {
+        "id": 24,
+        "label": "bullet_hole",
+        "score": 3,
+        "coords": {
+          "norm_x": 0.7314453125,
+          "norm_y": 0.7008734809027778
+        }
+      },
+      {
+        "id": 25,
+        "label": "bullet_hole",
+        "score": 1,
+        "coords": {
+          "norm_x": 0.7879331235532407,
+          "norm_y": 0.7601453993055556
+        }
+      },
+      {
+        "id": 26,
+        "label": "bullet_hole",
+        "score": 0,
+        "coords": {
+          "norm_x": 0.736083984375,
+          "norm_y": 0.828640407986111
+        }
+      }
+    ]
+  }
+}

backendia/exports/archive_2026-04-30T12-53-35-219Z/images/.gitkeep

@@ -0,0 +1 @@
+# Keep directory structure

backendia/package.json

@@ -0,0 +1,22 @@
+{
+  "name": "backendia",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "start": "node server.js",
+    "dashboard": "cd dashboard && npm run dev -- -p 3001",
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "adm-zip": "^0.5.17",
+    "cors": "^2.8.6",
+    "dotenv": "^17.4.2",
+    "express": "^5.2.1",
+    "multer": "^2.1.1",
+    "sqlite3": "^6.0.1"
+  }
+}

backendia/server.js

@@ -0,0 +1,346 @@
+const express = require('express');
+const multer = require('multer');
+const cors = require('cors');
+const path = require('path');
+const fs = require('fs');
+const sqlite3 = require('sqlite3').verbose();
+const AdmZip = require('adm-zip');
+
+
+const app = express();
+const PORT = process.env.PORT || 3000;
+
+// Middleware
+app.use(cors());
+app.use(express.json());
+
+// Arborescence demandée
+const uploadDir = path.join(__dirname, 'uploads');
+const imagesDir = path.join(uploadDir, 'images');
+const dataDir = path.join(uploadDir, 'data');
+const exportsDir = path.join(__dirname, 'exports');
+
+// S'assurer que les dossiers existent
+[uploadDir, imagesDir, dataDir, exportsDir].forEach(dir => {
+    if (!fs.existsSync(dir)) {
+        fs.mkdirSync(dir, { recursive: true });
+    }
+});
+
+// Initialisation de la base de données SQLite
+const dbPath = path.join(dataDir, 'database.sqlite');
+const db = new sqlite3.Database(dbPath, (err) => {
+    if (err) {
+        console.error('Erreur de connexion à SQLite:', err.message);
+    } else {
+        console.log('Connecté à la base de données SQLite.');
+        db.run(`CREATE TABLE IF NOT EXISTS user_stats (
+            wallet_hash TEXT PRIMARY KEY,
+            photo_count INTEGER DEFAULT 0,
+            last_upload DATETIME DEFAULT CURRENT_TIMESTAMP
+        )`);
+    }
+});
+
+// Configuration de multer pour le stockage des fichiers
+const storage = multer.diskStorage({
+    destination: function (req, file, cb) {
+        cb(null, imagesDir); // Les photos vont dans uploads/images/
+    },
+    filename: function (req, file, cb) {
+        // Créer un nom de fichier unique tout en gardant l'extension originale
+        const uniqueSuffix = Date.now() + '-' + Math.round(Math.random() * 1E9);
+        const ext = path.extname(file.originalname);
+        cb(null, file.fieldname + '-' + uniqueSuffix + ext);
+    }
+});
+
+const upload = multer({ 
+    storage: storage,
+    limits: {
+        fileSize: 15 * 1024 * 1024 // Limite de taille: 15 MB
+    },
+    fileFilter: (req, file, cb) => {
+        const ext = path.extname(file.originalname).toLowerCase();
+        const allowedExts = ['.jpg', '.jpeg', '.png', '.gif', '.webp'];
+        
+        // Accepter si c'est un mimetype image OU si l'extension est celle d'une image
+        if (file.mimetype.startsWith('image/') || allowedExts.includes(ext) || file.mimetype === 'application/octet-stream') {
+            cb(null, true);
+        } else {
+            console.error(`Fichier rejeté: mimetype=${file.mimetype}, extension=${ext}`);
+            cb(new Error('Seules les images sont autorisées !'), false);
+        }
+    }
+});
+
+// Routes de base
+app.get('/api/health', (req, res) => {
+    res.json({ status: 'ok', message: 'Le serveur backend IA fonctionne' });
+});
+
+// Route pour l'upload de photo + données JSON
+// Attend un form-data avec un champ nommé 'photo' et un champ texte 'plotting'
+app.post('/api/upload', upload.single('photo'), (req, res) => {
+    try {
+        if (!req.file) {
+            return res.status(400).json({ error: 'Aucune photo fournie' });
+        }
+        
+        let plottingData = {};
+        if (req.body.plotting) {
+            try {
+                plottingData = JSON.parse(req.body.plotting);
+            } catch (e) {
+                console.error("Erreur parsing JSON:", e);
+                return res.status(400).json({ error: 'Le champ plotting doit être un JSON valide' });
+            }
+        }
+
+        // Nom de base sans l'extension
+        const baseFilename = path.parse(req.file.filename).name;
+        const jsonFilename = `${baseFilename}.json`;
+        const jsonFilePath = path.join(dataDir, jsonFilename);
+
+        // Sauvegarde du JSON dans uploads/data/
+        fs.writeFileSync(jsonFilePath, JSON.stringify(plottingData, null, 2));
+
+        // Mise à jour de la BDD si on a un wallet_hash
+        const walletHash = plottingData.wallet_hash;
+        if (walletHash) {
+            db.run(`
+                INSERT INTO user_stats (wallet_hash, photo_count, last_upload) 
+                VALUES (?, 1, CURRENT_TIMESTAMP)
+                ON CONFLICT(wallet_hash) DO UPDATE SET 
+                photo_count = photo_count + 1,
+                last_upload = CURRENT_TIMESTAMP
+            `, [walletHash], function(err) {
+                if (err) {
+                    console.error("Erreur lors de la mise à jour des stats :", err);
+                } else {
+                    console.log(`Stats mises à jour pour le wallet_hash ${walletHash.substring(0, 8)}...`);
+                }
+            });
+        }
+        
+        console.log(`Données reçues et sauvegardées:`);
+        console.log(`- Image: uploads/images/${req.file.filename}`);
+        console.log(`- JSON : uploads/data/${jsonFilename}`);
+        
+        res.status(200).json({
+            message: 'Photo et données uploadées avec succès',
+            file: {
+                filename: req.file.filename,
+                url: `/uploads/images/${req.file.filename}`,
+                size: req.file.size
+            },
+            data: {
+                filename: jsonFilename
+            }
+        });
+    } catch (error) {
+        console.error('Erreur lors de l\'upload:', error);
+        res.status(500).json({ error: 'Erreur interne du serveur lors de l\'upload' });
+    }
+});
+
+// Route pour récupérer toutes les photos disponibles
+app.get('/api/photos', (req, res) => {
+    try {
+        fs.readdir(imagesDir, (err, files) => {
+            if (err) {
+                return res.status(500).json({ error: 'Impossible de lire le dossier des photos' });
+            }
+            
+            const photos = files.map(file => ({
+                filename: file,
+                url: `/uploads/images/${file}`
+            }));
+            
+            res.status(200).json({ photos });
+        });
+    } catch (error) {
+        res.status(500).json({ error: 'Erreur serveur' });
+    }
+});
+
+// Route pour récupérer les statistiques d'un wallet_hash
+app.get('/api/stats/:wallet_hash', (req, res) => {
+    const walletHash = req.params.wallet_hash;
+    
+    db.get('SELECT photo_count, last_upload FROM user_stats WHERE wallet_hash = ?', [walletHash], (err, row) => {
+        if (err) {
+            return res.status(500).json({ error: 'Erreur lors de la lecture des statistiques' });
+        }
+        
+        if (row) {
+            res.json({ status: 'ok', stats: row });
+        } else {
+            res.json({ status: 'ok', stats: { photo_count: 0, last_upload: null } });
+        }
+    });
+});
+
+// Route pour récupérer TOUS les contributeurs
+app.get('/api/contributors', (req, res) => {
+    db.all('SELECT * FROM user_stats ORDER BY photo_count DESC', [], (err, rows) => {
+        if (err) {
+            return res.status(500).json({ error: 'Erreur lors de la lecture des contributeurs' });
+        }
+        res.json({ contributors: rows });
+    });
+});
+
+// Route pour récupérer toutes les données (Photos + JSON)
+app.get('/api/all-data', (req, res) => {
+    try {
+        fs.readdir(imagesDir, (err, files) => {
+            if (err) {
+                return res.status(500).json({ error: 'Impossible de lire le dossier des photos' });
+            }
+            
+            const allData = files.map(file => {
+                const baseName = path.parse(file).name;
+                const jsonPath = path.join(dataDir, `${baseName}.json`);
+                let plotting = null;
+                
+                if (fs.existsSync(jsonPath)) {
+                    try {
+                        plotting = JSON.parse(fs.readFileSync(jsonPath, 'utf8'));
+                    } catch (e) {
+                        console.error(`Erreur lecture JSON pour ${file}`);
+                    }
+                }
+                
+                return {
+                    filename: file,
+                    imageUrl: `/uploads/images/${file}`,
+                    data: plotting
+                };
+            });
+            
+            res.status(200).json({ data: allData });
+        });
+    } catch (error) {
+        res.status(500).json({ error: 'Erreur serveur' });
+    }
+});
+
+// Route pour mettre à jour les données JSON d'une session
+app.put('/api/data/:filename', (req, res) => {
+    const filename = req.params.filename;
+    const baseName = path.parse(filename).name;
+    const jsonPath = path.join(dataDir, `${baseName}.json`);
+
+    try {
+        if (!fs.existsSync(jsonPath)) {
+            return res.status(404).json({ error: 'Fichier JSON non trouvé' });
+        }
+
+        // On écrase le fichier avec les nouvelles données reçues
+        const newData = req.body;
+        fs.writeFileSync(jsonPath, JSON.stringify(newData, null, 2));
+
+        console.log(`Données mises à jour pour : ${baseName}.json`);
+        res.status(200).json({ message: 'Données mises à jour avec succès' });
+    } catch (error) {
+        console.error('Erreur lors de la mise à jour du JSON:', error);
+        res.status(500).json({ error: 'Erreur serveur lors de la mise à jour' });
+    }
+});
+
+// Route pour exporter toutes les données en ZIP
+app.get('/api/export/zip', (req, res) => {
+    try {
+        const zip = new AdmZip();
+        
+        // Ajouter les dossiers au ZIP
+        if (fs.existsSync(imagesDir)) zip.addLocalFolder(imagesDir, 'images');
+        if (fs.existsSync(dataDir)) zip.addLocalFolder(dataDir, 'data');
+        
+        const zipFilename = `dataset_export_${Date.now()}.zip`;
+        const zipPath = path.join(exportsDir, zipFilename);
+        
+        // Sauvegarder sur le disque
+        zip.writeZip(zipPath);
+        
+        // Envoyer le fichier au client
+        res.download(zipPath, zipFilename, (err) => {
+            if (err) console.error("Erreur lors de l'envoi du ZIP:", err);
+            // Optionnel: supprimer le ZIP local après envoi si vous voulez gagner de la place
+            // fs.unlinkSync(zipPath);
+        });
+    } catch (error) {
+        console.error('Erreur lors de la création du ZIP:', error);
+        res.status(500).json({ error: 'Erreur lors de la création de l\'archive' });
+    }
+});
+
+// Route pour archiver et vider les dossiers uploads
+app.post('/api/export/archive', (req, res) => {
+    try {
+        const archiveName = `archive_${new Date().toISOString().replace(/[:.]/g, '-')}`;
+        const archivePath = path.join(exportsDir, archiveName);
+        
+        if (!fs.existsSync(archivePath)) {
+            fs.mkdirSync(archivePath, { recursive: true });
+        }
+
+        // Fonction pour déplacer les fichiers
+        const moveFiles = (source, destSubDir) => {
+            const dest = path.join(archivePath, destSubDir);
+            if (!fs.existsSync(dest)) fs.mkdirSync(dest, { recursive: true });
+            
+            const files = fs.readdirSync(source);
+            files.forEach(file => {
+                // Ne pas déplacer la base de données sqlite
+                if (file === 'database.sqlite') return;
+                
+                const oldPath = path.join(source, file);
+                const newPath = path.join(dest, file);
+                
+                try {
+                    fs.renameSync(oldPath, newPath);
+                } catch (e) {
+                    // Fallback si renameSync échoue (ex: disque différent)
+                    fs.copyFileSync(oldPath, newPath);
+                    fs.unlinkSync(oldPath);
+                }
+            });
+        };
+
+        moveFiles(imagesDir, 'images');
+        moveFiles(dataDir, 'data');
+
+        res.json({ message: 'Données archivées avec succès', archive: archiveName });
+    } catch (error) {
+        console.error('Erreur lors de l\'archivage:', error);
+        res.status(500).json({ error: 'Erreur lors de l\'archivage des données' });
+    }
+});
+
+// Servir les fichiers statiques (pour pouvoir accéder aux photos via URL)
+app.use('/uploads/images', express.static(imagesDir));
+
+// Gestion des erreurs
+app.use((err, req, res, next) => {
+    if (err instanceof multer.MulterError) {
+        if (err.code === 'LIMIT_FILE_SIZE') {
+            return res.status(400).json({ error: 'Le fichier est trop volumineux (limite 15MB)' });
+        }
+    }
+    console.error(err.stack);
+    res.status(500).json({ error: err.message || 'Une erreur inattendue est survenue' });
+});
+
+// Démarrer le serveur
+app.listen(PORT, () => {
+    console.log(`=================================`);
+    console.log(`Serveur Backend IA démarré`);
+    console.log(`Port: ${PORT}`);
+    console.log(`Dossiers:`);
+    console.log(` - Images: ${imagesDir}`);
+    console.log(` - Data  : ${dataDir}`);
+    console.log(` - Export: ${exportsDir}`);
+    console.log(`=================================`);
+});

backendia/uploads/data/photo-1777554021433-285233602.json

@@ -0,0 +1,90 @@
+{
+  "session_id": "session_1777554006515",
+  "wallet_hash": "cc60fcaa5ef7fdc9be3dd1adba4157fa6dfae2845da45b830b5ef2b7f473d887",
+  "timestamp": "2026-04-30T13:00:06.519693",
+  "device_info": {
+    "model": "google sdk_gphone64_x86_64",
+    "os": "Android 16"
+  },
+  "target_metadata": {
+    "type": "concentric",
+    "distance_meters": 25,
+    "weapon": "Unknown"
+  },
+  "plotting": {
+    "target_corners": [
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.09999999999999998
+      },
+      {
+        "norm_x": 0.9,
+        "norm_y": 0.9
+      },
+      {
+        "norm_x": 0.09999999999999998,
+        "norm_y": 0.9
+      }
+    ],
+    "impacts": [
+      {
+        "id": 1,
+        "label": "bullet_hole",
+        "score": 5,
+        "coords": {
+          "norm_x": 0.267578125,
+          "norm_y": 0.5554741753472222
+        }
+      },
+      {
+        "id": 2,
+        "label": "bullet_hole",
+        "score": 7,
+        "coords": {
+          "norm_x": 0.5712583188657407,
+          "norm_y": 0.3592800564236111
+        }
+      },
+      {
+        "id": 3,
+        "label": "bullet_hole",
+        "score": 4,
+        "coords": {
+          "norm_x": 0.7555239076967593,
+          "norm_y": 0.5703938802083333
+        }
+      },
+      {
+        "id": 4,
+        "label": "bullet_hole",
+        "score": 4,
+        "coords": {
+          "norm_x": 0.6666259765625,
+          "norm_y": 0.6759168836805556
+        }
+      },
+      {
+        "id": 5,
+        "label": "bullet_hole",
+        "score": 9,
+        "coords": {
+          "norm_x": 0.5490415219907407,
+          "norm_y": 0.5212944878472222
+        }
+      },
+      {
+        "id": 6,
+        "label": "bullet_hole",
+        "score": 8,
+        "coords": {
+          "norm_x": 0.4897768373842592,
+          "norm_y": 0.39352756076388895
+        }
+      }
+    ]
+  }
+}

build_log.txt

@@ -0,0 +1,20 @@
+Running Gradle task 'assembleDebug'...                          
+
+FAILURE: Build failed with an exception.
+
+* What went wrong:
+Execution failed for task ':app:processDebugResources'.
+> A failure occurred while executing com.android.build.gradle.internal.res.LinkApplicationAndroidResourcesTask$TaskAction
+   > Android resource linking failed
+     ERROR: C:\Users\streaper2\Documents\00 - projet\bully\build\cunning_document_scanner\intermediates\merged_manifest\debug\processDebugManifest\AndroidManifest.xml:9:5-65: AAPT: error: unexpected element <uses-permission> found in <manifest><application>.
+
+
+* Try:
+> Run with --stacktrace option to get the stack trace.
+> Run with --info or --debug option to get more log output.
+> Run with --scan to get full insights.
+> Get more help at https://help.gradle.org.
+
+BUILD FAILED in 5s
+Running Gradle task 'assembleDebug'...                              5,4s
+Gradle task assembleDebug failed with exit code 1

devtools_options.yaml

@@ -0,0 +1,3 @@
+description: This file stores settings for Dart & Flutter DevTools.
+documentation: https://docs.flutter.dev/tools/devtools/extensions#configure-extension-enablement-states
+extensions:

docs/README.md

@@ -0,0 +1,26 @@
+# Documentation du Projet Bully
+
+Bienvenue dans la documentation développeur de l'application **Bully**.
+
+Ce projet est une application Flutter d'analyse de cibles de tir (Impact Detection).
+
+## Architecture
+
+Le code source est organisé dans le dossier `lib/` selon les couches suivantes :
+
+- **Features (`lib/features`)** : Contient les écrans et la logique UI (Vues/Pages). C'est ici que réside l'interface utilisateur.
+- **Services (`lib/services`)** : Services "métier" et utilitaires (traitement d'image, calculs, etc.). Indépendant de l'UI.
+- **Data (`lib/data`)** : Gestion des données (Modèles, Base de données locale, Repositories).
+
+## Sections de la Documentation
+
+Pour plus de détails sur chaque partie, consultez les sections dédiées :
+
+- 🏗️ **[Services (Logique Métier)](services/README.md)** : Documentation des services comme le traitement d'image et le calcul de score.
+- 📱 **[Vues & Features (UI)](features/README.md)** : Documentation des écrans principaux (ex: Analyse).
+- 💾 **[Base de Données & Modèles](data/README.md)** : Structure des données et persistance.
+
+## Pour commencer
+
+1. Assurez-vous d'avoir Flutter installé.
+2. Lancez `flutter run` pour démarrer l'application.

docs/data/README.md

@@ -0,0 +1,17 @@
+# Data & Persistance
+
+Cette couche gère la sauvegarde et la récupération des données.
+
+## Base de Données
+L'application utilise une base de données locale (probablement SQLite/Drift ou Hive, à vérifier dans `lib/data/database`).
+
+## Modèles (`lib/data/models`)
+Les classes représentant les objets métier persistés.
+
+Exemples probables :
+- `Session` : Une session de tir.
+- `Impact` : Un impact de balle sur la cible.
+- `Target` : Configuration d'une cible.
+
+## Repositories (`lib/data/repositories`)
+Le pattern Repository est utilisé pour abstraire la source de données (DB locale, API distante, etc.) du reste de l'application.

docs/features/README.md

@@ -0,0 +1,17 @@
+# Features & Vues
+
+Cette section documente les écrans principaux de l'application et leur organisation.
+
+## Écrans Principaux
+
+### Analysis (`lib/features/analysis`)
+C'est le cœur de l'application. Il permet à l'utilisateur de prendre une photo ou choisir une image pour analyser les impacts.
+
+- **AnalysisScreen** (`analysis_screen.dart`): L'écran principal qui orchestre la capture et l'affichage des résultats.
+- **AnalysisProvider** (`analysis_provider.dart`): Gestionnaire d'état (State Management) pour cet écran. Il fait le pont entre la vue et les services.
+
+## Structure d'une Feature
+Chaque feature est généralement composée de :
+- `_screen.dart` : Le Widget de la page.
+- `_provider.dart` : La logique d'état (ChangeNotifier, Bloc, etc.).
+- `widgets/` : Widgets spécifiques à cette feature.

docs/services/README.md

@@ -0,0 +1,20 @@
+# Services
+
+Les services contiennent la logique métier de l'application, isolée de l'interface utilisateur.
+
+## Liste des Services Principaux
+
+| Service | Description | Fichier |
+| :--- | :--- | :--- |
+| **ImageProcessingService** | Gère le traitement lourd des images (filtres, détection). | `lib/services/image_processing_service.dart` |
+| **DistortionCorrection** | Corrige la distorsion de perspective des cibles. | `lib/services/distortion_correction_service.dart` |
+| **ScoreCalculator** | Calcule le score en fonction des impacts détectés. | `lib/services/score_calculator_service.dart` |
+| **StatisticsService** | Génère des statistiques sur les sessions de tir. | `lib/services/statistics_service.dart` |
+
+## Exemple d'utilisation (Fictif)
+
+```dart
+// Exemple d'appel au service de calcul de score
+final calculator = ScoreCalculatorService();
+final score = calculator.calculate(impacts);
+```

ios/Runner/Info.plist

@@ -2,6 +2,13 @@
 <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
 <plist version="1.0">
 <dict>
+	<dict>
+    <key>NSPhotoLibraryUsageDescription</key>
+    <string>Bully a besoin d'accéder à vos photos pour analyser vos cibles enregistrées.</string>
+    <key>NSCameraUsageDescription</key>
+    <string>Bully a besoin d'utiliser l'appareil photo pour scanner vos cibles en temps réel.</string>
+    <key>NSMicrophoneUsageDescription</key>
+    <string>Bully a besoin d'accéder au micro (requis par certains services de caméra même si non utilisé).</string>
 	<key>CADisableMinimumFrameDurationOnPhone</key>
 	<true/>
 	<key>CFBundleDevelopmentRegion</key>

lib/app.dart

@@ -1,19 +1,35 @@
 import 'package:flutter/material.dart';
+import 'package:provider/provider.dart';
+import 'core/theme/theme_provider.dart';
 import 'core/theme/app_theme.dart';
-import 'features/home/home_screen.dart';
+import 'main_navigation_holder.dart';
+import 'package:flutter_localizations/flutter_localizations.dart';
 
 class BullyApp extends StatelessWidget {
   const BullyApp({super.key});
 
   @override
   Widget build(BuildContext context) {
+    return Consumer<ThemeProvider>(
+      builder: (context, themeProvider, child) {
         return MaterialApp(
           title: 'Bully - Analyse de Cibles',
           debugShowCheckedModeBanner: false,
           theme: AppTheme.lightTheme,
           darkTheme: AppTheme.darkTheme,
-      themeMode: ThemeMode.system,
-      home: const HomeScreen(),
+          themeMode: themeProvider.themeMode,
+          localizationsDelegates: const [
+            GlobalMaterialLocalizations.delegate,
+            GlobalWidgetsLocalizations.delegate,
+            GlobalCupertinoLocalizations.delegate,
+          ],
+          supportedLocales: const [
+            Locale('fr', 'FR'), // Français
+          ],
+          locale: const Locale('fr', 'FR'), // Force l'interface en français
+          home: const MainNavigationHolder(),
+        );
+      },
     );
   }
 }

lib/core/constants/app_constants.dart

@@ -3,11 +3,14 @@ class AppConstants {
 
   // Database
   static const String databaseName = 'bully_targets.db';
-  static const int databaseVersion = 1;
+  static const int databaseVersion = 6;
 
   // Tables
   static const String sessionsTable = 'sessions';
+  static const String targetAnalysesTable = 'target_analyses';
   static const String shotsTable = 'shots';
+  static const String weaponsTable = 'weapons';
+  static const String maintenanceTable = 'weapon_maintenance';
 
   // Image processing
   static const double minImpactRadius = 2.0;

lib/core/theme/theme_provider.dart

@@ -0,0 +1,44 @@
+import 'package:flutter/material.dart';
+import 'package:shared_preferences/shared_preferences.dart';
+
+class ThemeProvider with ChangeNotifier {
+  static const String _themeModeKey = 'user_theme_mode';
+  
+  ThemeMode _themeMode = ThemeMode.system;
+
+  ThemeMode get themeMode => _themeMode;
+
+  ThemeProvider() {
+    loadThemeMode();
+  }
+
+  Future<void> loadThemeMode() async {
+    final prefs = await SharedPreferences.getInstance();
+    final modeIndex = prefs.getInt(_themeModeKey);
+    if (modeIndex != null) {
+      _themeMode = ThemeMode.values[modeIndex];
+      notifyListeners();
+    }
+  }
+
+  Future<void> setThemeMode(ThemeMode mode) async {
+    if (_themeMode == mode) return;
+    
+    _themeMode = mode;
+    notifyListeners();
+    
+    final prefs = await SharedPreferences.getInstance();
+    await prefs.setInt(_themeModeKey, mode.index);
+  }
+
+  String get themeModeName {
+    switch (_themeMode) {
+      case ThemeMode.system:
+        return 'Automatique';
+      case ThemeMode.light:
+        return 'Clair';
+      case ThemeMode.dark:
+        return 'Sombre';
+    }
+  }
+}

lib/core/widgets/metric_info_button.dart

@@ -0,0 +1,76 @@
+/// Bouton d'information (ⓘ) qui explique des métriques à l'utilisateur.
+///
+/// Affiche une petite icône cliquable ; au clic, une boîte de dialogue
+/// détaille la signification de chaque statistique de la carte associée.
+library;
+
+import 'package:flutter/material.dart';
+
+/// Explication d'une métrique : un libellé et sa description.
+class MetricExplanation {
+  final String label;
+  final String description;
+
+  const MetricExplanation(this.label, this.description);
+}
+
+class MetricInfoButton extends StatelessWidget {
+  final String title;
+  final List<MetricExplanation> explanations;
+
+  const MetricInfoButton({
+    super.key,
+    required this.title,
+    required this.explanations,
+  });
+
+  @override
+  Widget build(BuildContext context) {
+    return IconButton(
+      icon: Icon(Icons.info_outline, size: 18, color: Colors.grey[500]),
+      visualDensity: VisualDensity.compact,
+      padding: EdgeInsets.zero,
+      constraints: const BoxConstraints(),
+      tooltip: 'À quoi ça correspond ?',
+      onPressed: () => _showInfo(context),
+    );
+  }
+
+  void _showInfo(BuildContext context) {
+    showDialog<void>(
+      context: context,
+      builder: (context) => AlertDialog(
+        title: Text(title),
+        content: SingleChildScrollView(
+          child: Column(
+            crossAxisAlignment: CrossAxisAlignment.start,
+            mainAxisSize: MainAxisSize.min,
+            children: [
+              for (final e in explanations)
+                Padding(
+                  padding: const EdgeInsets.only(bottom: 14),
+                  child: Column(
+                    crossAxisAlignment: CrossAxisAlignment.start,
+                    children: [
+                      Text(
+                        e.label,
+                        style: const TextStyle(fontWeight: FontWeight.bold),
+                      ),
+                      const SizedBox(height: 2),
+                      Text(e.description),
+                    ],
+                  ),
+                ),
+            ],
+          ),
+        ),
+        actions: [
+          TextButton(
+            onPressed: () => Navigator.of(context).pop(),
+            child: const Text('Compris'),
+          ),
+        ],
+      ),
+    );
+  }
+}

lib/data/database/database_helper.dart

@@ -1,12 +1,21 @@
 import 'package:sqflite/sqflite.dart';
 import 'package:path/path.dart';
 import '../models/session.dart';
+import '../models/target_analysis.dart';
 import '../models/shot.dart';
+import '../models/weapon.dart';
+import '../models/maintenance.dart';
 import '../../core/constants/app_constants.dart';
 
 class DatabaseHelper {
   static DatabaseHelper? _instance;
   static Database? _database;
+  // On met en cache le Future d'initialisation (et non la Database résolue)
+  // pour éviter qu'un démarrage concurrent (les 4 onglets de l'IndexedStack
+  // interrogent la base en même temps) ne lance plusieurs _initDatabase() en
+  // parallèle. Sur une base fraîche, cela dédoublait onCreate et rendait la
+  // toute première écriture peu fiable.
+  static Future<Database>? _initFuture;
 
   DatabaseHelper._internal();
 
@@ -16,7 +25,9 @@ class DatabaseHelper {
   }
 
   Future<Database> get database async {
-    _database ??= await _initDatabase();
+    if (_database != null) return _database!;
+    _initFuture ??= _initDatabase();
+    _database = await _initFuture!;
     return _database!;
   }
 
@@ -36,6 +47,19 @@ class DatabaseHelper {
     await db.execute('''
       CREATE TABLE ${AppConstants.sessionsTable} (
         id TEXT PRIMARY KEY,
+        weapon TEXT NOT NULL,
+        weapon_id TEXT,
+        max_shots_per_target INTEGER NOT NULL,
+        created_at TEXT NOT NULL,
+        notes TEXT,
+        distance INTEGER DEFAULT 25
+      )
+    ''');
+
+    await db.execute('''
+      CREATE TABLE ${AppConstants.targetAnalysesTable} (
+        id TEXT PRIMARY KEY,
+        session_id TEXT NOT NULL,
         target_type TEXT NOT NULL,
         image_path TEXT NOT NULL,
         total_score INTEGER NOT NULL,
@@ -46,7 +70,8 @@ class DatabaseHelper {
         notes TEXT,
         target_center_x REAL,
         target_center_y REAL,
-        target_radius REAL
+        target_radius REAL,
+        FOREIGN KEY (session_id) REFERENCES ${AppConstants.sessionsTable}(id) ON DELETE CASCADE
       )
     ''');
 
@@ -56,48 +81,262 @@ class DatabaseHelper {
         x REAL NOT NULL,
         y REAL NOT NULL,
         score INTEGER NOT NULL,
-        session_id TEXT NOT NULL,
-        FOREIGN KEY (session_id) REFERENCES ${AppConstants.sessionsTable}(id) ON DELETE CASCADE
+        analysis_id TEXT NOT NULL,
+        FOREIGN KEY (analysis_id) REFERENCES ${AppConstants.targetAnalysesTable}(id) ON DELETE CASCADE
       )
     ''');
 
     await db.execute('''
-      CREATE INDEX idx_shots_session_id ON ${AppConstants.shotsTable}(session_id)
+      CREATE INDEX idx_target_analyses_session_id ON ${AppConstants.targetAnalysesTable}(session_id)
+    ''');
+
+    await db.execute('''
+      CREATE INDEX idx_shots_analysis_id ON ${AppConstants.shotsTable}(analysis_id)
     ''');
 
     await db.execute('''
       CREATE INDEX idx_sessions_created_at ON ${AppConstants.sessionsTable}(created_at DESC)
     ''');
+
+    await db.execute('''
+      CREATE TABLE ${AppConstants.weaponsTable} (
+        id TEXT PRIMARY KEY,
+        name TEXT NOT NULL,
+        type TEXT NOT NULL,
+        caliber TEXT NOT NULL,
+        magazine_count INTEGER NOT NULL,
+        magazine_capacity INTEGER NOT NULL,
+        notes TEXT,
+        created_at TEXT NOT NULL,
+        optic TEXT,
+        silencer TEXT,
+        trigger TEXT,
+        custom_name TEXT
+      )
+    ''');
+
+    await db.execute('''
+      CREATE TABLE ${AppConstants.maintenanceTable} (
+        id TEXT PRIMARY KEY,
+        weapon_id TEXT NOT NULL,
+        type TEXT NOT NULL,
+        description TEXT NOT NULL,
+        date TEXT NOT NULL,
+        rounds_since_last INTEGER,
+        FOREIGN KEY (weapon_id) REFERENCES ${AppConstants.weaponsTable}(id) ON DELETE CASCADE
+      )
+    ''');
   }
 
   Future<void> _onUpgrade(Database db, int oldVersion, int newVersion) async {
-    // Handle future database migrations here
+    if (oldVersion < 2) {
+      // Migration from single-target sessions to multi-target sessions
+
+      // 1. Rename existing sessions table to a temporary name
+      await db.execute('ALTER TABLE ${AppConstants.sessionsTable} RENAME TO sessions_old');
+
+      // 2. Create the new sessions table
+      await db.execute('''
+        CREATE TABLE ${AppConstants.sessionsTable} (
+          id TEXT PRIMARY KEY,
+          weapon TEXT NOT NULL,
+          max_shots_per_target INTEGER NOT NULL,
+          created_at TEXT NOT NULL,
+          notes TEXT
+        )
+      ''');
+
+      // 3. Create the new target_analyses table
+      await db.execute('''
+        CREATE TABLE ${AppConstants.targetAnalysesTable} (
+          id TEXT PRIMARY KEY,
+          session_id TEXT NOT NULL,
+          target_type TEXT NOT NULL,
+          image_path TEXT NOT NULL,
+          total_score INTEGER NOT NULL,
+          grouping_diameter REAL,
+          grouping_center_x REAL,
+          grouping_center_y REAL,
+          created_at TEXT NOT NULL,
+          notes TEXT,
+          target_center_x REAL,
+          target_center_y REAL,
+          target_radius REAL,
+          FOREIGN KEY (session_id) REFERENCES ${AppConstants.sessionsTable}(id) ON DELETE CASCADE
+        )
+      ''');
+
+      // 4. Update shots table (rename session_id to analysis_id)
+      await db.execute('ALTER TABLE ${AppConstants.shotsTable} RENAME TO shots_old');
+      await db.execute('''
+        CREATE TABLE ${AppConstants.shotsTable} (
+          id TEXT PRIMARY KEY,
+          x REAL NOT NULL,
+          y REAL NOT NULL,
+          score INTEGER NOT NULL,
+          analysis_id TEXT NOT NULL,
+          FOREIGN KEY (analysis_id) REFERENCES ${AppConstants.targetAnalysesTable}(id) ON DELETE CASCADE
+        )
+      ''');
+
+      // 5. Migrate data
+      // For each old session, create one session and one target_analysis
+      final oldSessions = await db.query('sessions_old');
+      for (final old in oldSessions) {
+        final sessionId = old['id'] as String;
+        final analysisId = 'analysis_$sessionId'; // Create a unique ID for the analysis
+
+        // Insert into new sessions
+        await db.insert(AppConstants.sessionsTable, {
+          'id': sessionId,
+          'weapon': 'Inconnue',
+          'max_shots_per_target': 5,
+          'created_at': old['created_at'],
+          'notes': old['notes'],
+        });
+
+        // Insert into target_analyses
+        await db.insert(AppConstants.targetAnalysesTable, {
+          'id': analysisId,
+          'session_id': sessionId,
+          'target_type': old['target_type'],
+          'image_path': old['image_path'],
+          'total_score': old['total_score'],
+          'grouping_diameter': old['grouping_diameter'],
+          'grouping_center_x': old['grouping_center_x'],
+          'grouping_center_y': old['grouping_center_y'],
+          'created_at': old['created_at'],
+          'notes': null,
+          'target_center_x': old['target_center_x'],
+          'target_center_y': old['target_center_y'],
+          'target_radius': old['target_radius'],
+        });
+
+        // Migrate shots from shots_old to shots
+        final oldShots = await db.query('shots_old', where: 'session_id = ?', whereArgs: [sessionId]);
+        for (final shot in oldShots) {
+          await db.insert(AppConstants.shotsTable, {
+            'id': shot['id'],
+            'x': shot['x'],
+            'y': shot['y'],
+            'score': shot['score'],
+            'analysis_id': analysisId,
+          });
+        }
+      }
+
+      // 6. Cleanup
+      await db.execute('DROP TABLE sessions_old');
+      await db.execute('DROP TABLE shots_old');
+
+      // 7. Re-create indexes
+      await db.execute('''
+        CREATE INDEX idx_target_analyses_session_id ON ${AppConstants.targetAnalysesTable}(session_id)
+      ''');
+      await db.execute('''
+        CREATE INDEX idx_shots_analysis_id ON ${AppConstants.shotsTable}(analysis_id)
+      ''');
+      await db.execute('''
+        CREATE INDEX idx_sessions_created_at ON ${AppConstants.sessionsTable}(created_at DESC)
+      ''');
+    }
+
+    if (oldVersion < 3) {
+      // Add weapons table
+      await db.execute('''
+        CREATE TABLE ${AppConstants.weaponsTable} (
+          id TEXT PRIMARY KEY,
+          name TEXT NOT NULL,
+          type TEXT NOT NULL,
+          caliber TEXT NOT NULL,
+          magazine_count INTEGER NOT NULL,
+          magazine_capacity INTEGER NOT NULL,
+          notes TEXT,
+          created_at TEXT NOT NULL
+        )
+      ''');
+
+      // Add weapon_id to sessions table
+      await db.execute('ALTER TABLE ${AppConstants.sessionsTable} ADD COLUMN weapon_id TEXT');
+    }
+
+    if (oldVersion < 4) {
+      // Add maintenance table
+      await db.execute('''
+        CREATE TABLE ${AppConstants.maintenanceTable} (
+          id TEXT PRIMARY KEY,
+          weapon_id TEXT NOT NULL,
+          type TEXT NOT NULL,
+          description TEXT NOT NULL,
+          date TEXT NOT NULL,
+          rounds_since_last INTEGER,
+          FOREIGN KEY (weapon_id) REFERENCES ${AppConstants.weaponsTable}(id) ON DELETE CASCADE
+        )
+      ''');
+    }
+
+    if (oldVersion < 5) {
+      // Add new weapon options columns
+      await db.execute('ALTER TABLE ${AppConstants.weaponsTable} ADD COLUMN optic TEXT');
+      await db.execute('ALTER TABLE ${AppConstants.weaponsTable} ADD COLUMN silencer TEXT');
+      await db.execute('ALTER TABLE ${AppConstants.weaponsTable} ADD COLUMN "trigger" TEXT');
+      await db.execute('ALTER TABLE ${AppConstants.weaponsTable} ADD COLUMN custom_name TEXT');
+    }
+
+    if (oldVersion < 6) {
+      // Add distance column to sessions
+      await db.execute('ALTER TABLE ${AppConstants.sessionsTable} ADD COLUMN distance INTEGER DEFAULT 25');
+    }
   }
 
   // Session operations
   Future<int> insertSession(Session session) async {
     final db = await database;
     return await db.transaction((txn) async {
+      // INTERCEPTION ET FIX DE LA DATE ICI :
+      // On extrait la map générée et on force la colonne created_at avec la vraie date de l'objet
+      final Map<String, dynamic> sessionMap = Map.from(session.toMap());
+      sessionMap['created_at'] = session.createdAt.toIso8601String();
+
       await txn.insert(
         AppConstants.sessionsTable,
-        session.toMap(),
+        sessionMap, // On utilise notre map corrigée au lieu de session.toMap() direct !
         conflictAlgorithm: ConflictAlgorithm.replace,
       );
 
-      for (final shot in session.shots) {
-        // Ensure shot has correct session_id
-        final shotWithSessionId = shot.copyWith(sessionId: session.id);
-        await txn.insert(
-          AppConstants.shotsTable,
-          shotWithSessionId.toMap(),
-          conflictAlgorithm: ConflictAlgorithm.replace,
-        );
+      for (final analysis in session.analyses) {
+        await insertTargetAnalysisTx(txn, analysis, session.id);
       }
 
       return 1;
     });
   }
 
+  Future<void> insertTargetAnalysis(TargetAnalysis analysis, String sessionId) async {
+    final db = await database;
+    await db.transaction((txn) async {
+      await insertTargetAnalysisTx(txn, analysis, sessionId);
+    });
+  }
+
+  Future<void> insertTargetAnalysisTx(Transaction txn, TargetAnalysis analysis, String sessionId) async {
+    final analysisWithSessionId = analysis.copyWith(sessionId: sessionId);
+    await txn.insert(
+      AppConstants.targetAnalysesTable,
+      analysisWithSessionId.toMap(),
+      conflictAlgorithm: ConflictAlgorithm.replace,
+    );
+
+    for (final shot in analysis.shots) {
+      final shotWithAnalysisId = shot.copyWith(analysisId: analysis.id);
+      await txn.insert(
+        AppConstants.shotsTable,
+        shotWithAnalysisId.toMap(),
+        conflictAlgorithm: ConflictAlgorithm.replace,
+      );
+    }
+  }
+
   Future<Session?> getSession(String id) async {
     final db = await database;
     final sessionMaps = await db.query(
@@ -108,106 +347,52 @@ class DatabaseHelper {
 
     if (sessionMaps.isEmpty) return null;
 
-    final shotMaps = await db.query(
-      AppConstants.shotsTable,
+    final analysisMaps = await db.query(
+      AppConstants.targetAnalysesTable,
       where: 'session_id = ?',
       whereArgs: [id],
     );
 
+    final analyses = <TargetAnalysis>[];
+    for (final analysisMap in analysisMaps) {
+      final analysisId = analysisMap['id'] as String;
+      final shotMaps = await db.query(
+        AppConstants.shotsTable,
+        where: 'analysis_id = ?',
+        whereArgs: [analysisId],
+      );
       final shots = shotMaps.map((map) => Shot.fromMap(map)).toList();
-    return Session.fromMap(sessionMaps.first, shots);
+      analyses.add(TargetAnalysis.fromMap(analysisMap, shots));
+    }
+
+    return Session.fromMap(sessionMaps.first, analyses);
   }
 
   Future<List<Session>> getAllSessions({
-    String? targetType,
     int? limit,
     int? offset,
   }) async {
     final db = await database;
 
-    String? whereClause;
-    List<dynamic>? whereArgs;
-
-    if (targetType != null) {
-      whereClause = 'target_type = ?';
-      whereArgs = [targetType];
-    }
-
     final sessionMaps = await db.query(
       AppConstants.sessionsTable,
-      where: whereClause,
-      whereArgs: whereArgs,
       orderBy: 'created_at DESC',
       limit: limit,
       offset: offset,
     );
 
-    // First, check if there are orphaned shots (with empty session_id)
-    // and only one session - if so, assign them to that session
-    if (sessionMaps.length == 1) {
-      final orphanedShots = await db.query(
-        AppConstants.shotsTable,
-        where: 'session_id = ?',
-        whereArgs: [''],
-      );
-      if (orphanedShots.isNotEmpty) {
-        await db.update(
-          AppConstants.shotsTable,
-          {'session_id': sessionMaps.first['id']},
-          where: 'session_id = ?',
-          whereArgs: [''],
-        );
-      }
-    }
-
     final sessions = <Session>[];
     for (final sessionMap in sessionMaps) {
       final sessionId = sessionMap['id'] as String;
-
-      final shotMaps = await db.query(
-        AppConstants.shotsTable,
-        where: 'session_id = ?',
-        whereArgs: [sessionId],
-      );
-
-      final shots = shotMaps.map((map) => Shot.fromMap(map)).toList();
-      sessions.add(Session.fromMap(sessionMap, shots));
+      final session = await getSession(sessionId);
+      if (session != null) {
+        sessions.add(session);
+      }
     }
 
     return sessions;
   }
 
-  Future<int> updateSession(Session session) async {
-    final db = await database;
-    return await db.transaction((txn) async {
-      await txn.update(
-        AppConstants.sessionsTable,
-        session.toMap(),
-        where: 'id = ?',
-        whereArgs: [session.id],
-      );
-
-      // Delete existing shots and insert new ones
-      await txn.delete(
-        AppConstants.shotsTable,
-        where: 'session_id = ?',
-        whereArgs: [session.id],
-      );
-
-      for (final shot in session.shots) {
-        // Ensure shot has correct session_id
-        final shotWithSessionId = shot.copyWith(sessionId: session.id);
-        await txn.insert(
-          AppConstants.shotsTable,
-          shotWithSessionId.toMap(),
-          conflictAlgorithm: ConflictAlgorithm.replace,
-        );
-      }
-
-      return 1;
-    });
-  }
-
   Future<int> deleteSession(String id) async {
     final db = await database;
     return await db.delete(
@@ -229,12 +414,12 @@ class DatabaseHelper {
     ) ?? 0;
 
     final avgScore = (await db.rawQuery(
-      'SELECT AVG(total_score) as avg FROM ${AppConstants.sessionsTable}',
+      'SELECT AVG(total_score) as avg FROM ${AppConstants.targetAnalysesTable}',
     )).first['avg'] as double? ?? 0.0;
 
     final bestScore = Sqflite.firstIntValue(
       await db.rawQuery(
-        'SELECT MAX(total_score) FROM ${AppConstants.sessionsTable}',
+        'SELECT MAX(total_score) FROM ${AppConstants.targetAnalysesTable}',
       ),
     ) ?? 0;
 
@@ -246,9 +431,135 @@ class DatabaseHelper {
     };
   }
 
+  // Weapon operations
+  Future<int> insertWeapon(Weapon weapon) async {
+    final db = await database;
+    return await db.insert(
+      AppConstants.weaponsTable,
+      weapon.toMap(),
+      conflictAlgorithm: ConflictAlgorithm.replace,
+    );
+  }
+
+  Future<List<Weapon>> getAllWeapons() async {
+    final db = await database;
+    final List<Map<String, dynamic>> maps = await db.query(AppConstants.weaponsTable, orderBy: 'name ASC');
+    return List.generate(maps.length, (i) => Weapon.fromMap(maps[i]));
+  }
+
+  Future<Weapon?> getWeapon(String id) async {
+    final db = await database;
+    final List<Map<String, dynamic>> maps = await db.query(
+      AppConstants.weaponsTable,
+      where: 'id = ?',
+      whereArgs: [id],
+    );
+    if (maps.isEmpty) return null;
+    return Weapon.fromMap(maps.first);
+  }
+
+  Future<int> updateWeapon(Weapon weapon) async {
+    final db = await database;
+
+    // Start a transaction to ensure both updates succeed
+    return await db.transaction((txn) async {
+      // 1. Update weapon in armory
+      final count = await txn.update(
+        AppConstants.weaponsTable,
+        weapon.toMap(),
+        where: 'id = ?',
+        whereArgs: [weapon.id],
+      );
+
+      // 2. Propagate name change to all sessions linked to this weapon
+      await txn.update(
+        AppConstants.sessionsTable,
+        {'weapon': weapon.displayName},
+        where: 'weapon_id = ?',
+        whereArgs: [weapon.id],
+      );
+
+      return count;
+    });
+  }
+
+  Future<int> deleteWeapon(String id) async {
+    final db = await database;
+
+    return await db.transaction((txn) async {
+      // 1. Unlink sessions from this weapon but KEEP the name (gravé à jamais)
+      await txn.update(
+        AppConstants.sessionsTable,
+        {'weapon_id': null},
+        where: 'weapon_id = ?',
+        whereArgs: [id],
+      );
+
+      // 2. Delete the weapon record
+      return await txn.delete(
+        AppConstants.weaponsTable,
+        where: 'id = ?',
+        whereArgs: [id],
+      );
+    });
+  }
+
+  // Weapon statistics & Maintenance
+  Future<int> getRoundsFiredForWeapon(String weaponId) async {
+    final db = await database;
+    final result = await db.rawQuery('''
+      SELECT COUNT(s.id) as count 
+      FROM ${AppConstants.shotsTable} s
+      JOIN ${AppConstants.targetAnalysesTable} ta ON s.analysis_id = ta.id
+      JOIN ${AppConstants.sessionsTable} sess ON ta.session_id = sess.id
+      WHERE sess.weapon_id = ?
+    ''', [weaponId]);
+    return Sqflite.firstIntValue(result) ?? 0;
+  }
+
+  Future<int> getSessionCountForWeapon(String weaponId) async {
+    final db = await database;
+    final result = await db.rawQuery('''
+      SELECT COUNT(id) as count
+      FROM ${AppConstants.sessionsTable}
+      WHERE weapon_id = ?
+    ''', [weaponId]);
+    return Sqflite.firstIntValue(result) ?? 0;
+  }
+
+  Future<int> insertMaintenance(MaintenanceEntry entry) async {
+    final db = await database;
+    return await db.insert(
+      AppConstants.maintenanceTable,
+      entry.toMap(),
+      conflictAlgorithm: ConflictAlgorithm.replace,
+    );
+  }
+
+  Future<List<MaintenanceEntry>> getMaintenanceForWeapon(String weaponId) async {
+    final db = await database;
+    final maps = await db.query(
+      AppConstants.maintenanceTable,
+      where: 'weapon_id = ?',
+      orderBy: 'date DESC',
+      whereArgs: [weaponId],
+    );
+    return List.generate(maps.length, (i) => MaintenanceEntry.fromMap(maps[i]));
+  }
+
+  Future<int> deleteMaintenance(String id) async {
+    final db = await database;
+    return await db.delete(
+      AppConstants.maintenanceTable,
+      where: 'id = ?',
+      whereArgs: [id],
+    );
+  }
+
   Future<void> close() async {
     final db = await database;
     await db.close();
     _database = null;
+    _initFuture = null;
   }
 }

lib/data/models/maintenance.dart

@@ -0,0 +1,57 @@
+enum MaintenanceType {
+  cleaning('Nettoyage'),
+  repair('Réparation'),
+  inspection('Inspection'),
+  upgrade('Amélioration'),
+  other('Autre');
+
+  final String displayName;
+  const MaintenanceType(this.displayName);
+
+  static MaintenanceType fromString(String value) {
+    return MaintenanceType.values.firstWhere(
+      (type) => type.name == value,
+      orElse: () => MaintenanceType.other,
+    );
+  }
+}
+
+class MaintenanceEntry {
+  final String id;
+  final String weaponId;
+  final MaintenanceType type;
+  final String description;
+  final DateTime date;
+  final int? roundsSinceLastMaintenance;
+
+  MaintenanceEntry({
+    required this.id,
+    required this.weaponId,
+    required this.type,
+    required this.description,
+    required this.date,
+    this.roundsSinceLastMaintenance,
+  });
+
+  Map<String, dynamic> toMap() {
+    return {
+      'id': id,
+      'weapon_id': weaponId,
+      'type': type.name,
+      'description': description,
+      'date': date.toIso8601String(),
+      'rounds_since_last': roundsSinceLastMaintenance,
+    };
+  }
+
+  factory MaintenanceEntry.fromMap(Map<String, dynamic> map) {
+    return MaintenanceEntry(
+      id: map['id'] as String,
+      weaponId: map['weapon_id'] as String,
+      type: MaintenanceType.fromString(map['type'] as String),
+      description: map['description'] as String,
+      date: DateTime.parse(map['date'] as String),
+      roundsSinceLastMaintenance: map['rounds_since_last'] as int?,
+    );
+  }
+}

lib/data/models/session.dart

@@ -1,112 +1,83 @@
-import 'shot.dart';
-import 'target_type.dart';
+import 'target_analysis.dart';
 
 class Session {
   final String id;
-  final TargetType targetType;
-  final String imagePath;
-  final List<Shot> shots;
-  final int totalScore;
-  final double? groupingDiameter;
-  final double? groupingCenterX;
-  final double? groupingCenterY;
+  final String weapon;
+  final String? weaponId;
+  final int maxShotsPerTarget;
+  final List<TargetAnalysis> analyses;
   final DateTime createdAt;
   final String? notes;
-
-  // Target detection data
-  final double? targetCenterX;
-  final double? targetCenterY;
-  final double? targetRadius;
+  final int distance; // Shooting distance in meters
 
   Session({
     required this.id,
-    required this.targetType,
-    required this.imagePath,
-    required this.shots,
-    required this.totalScore,
-    this.groupingDiameter,
-    this.groupingCenterX,
-    this.groupingCenterY,
+    required this.weapon,
+    this.weaponId,
+    required this.maxShotsPerTarget,
+    required this.analyses,
     required this.createdAt,
     this.notes,
-    this.targetCenterX,
-    this.targetCenterY,
-    this.targetRadius,
+    this.distance = 25, // Default distance
   });
 
-  int get shotCount => shots.length;
+  int get targetCount => analyses.length;
   
-  double get averageScore => shots.isEmpty ? 0.0 : totalScore / shots.length;
+  int get totalShots => analyses.fold(0, (sum, a) => sum + a.shotCount);
+  
+  int get totalScore => analyses.fold(0, (sum, a) => sum + a.totalScore);
+
+  double get averageScore => analyses.isEmpty ? 0.0 : totalScore / analyses.length;
 
   Session copyWith({
     String? id,
-    TargetType? targetType,
-    String? imagePath,
-    List<Shot>? shots,
-    int? totalScore,
-    double? groupingDiameter,
-    double? groupingCenterX,
-    double? groupingCenterY,
+    String? weapon,
+    String? weaponId,
+    int? maxShotsPerTarget,
+    List<TargetAnalysis>? analyses,
     DateTime? createdAt,
     String? notes,
-    double? targetCenterX,
-    double? targetCenterY,
-    double? targetRadius,
+    int? distance,
   }) {
     return Session(
       id: id ?? this.id,
-      targetType: targetType ?? this.targetType,
-      imagePath: imagePath ?? this.imagePath,
-      shots: shots ?? this.shots,
-      totalScore: totalScore ?? this.totalScore,
-      groupingDiameter: groupingDiameter ?? this.groupingDiameter,
-      groupingCenterX: groupingCenterX ?? this.groupingCenterX,
-      groupingCenterY: groupingCenterY ?? this.groupingCenterY,
+      weapon: weapon ?? this.weapon,
+      weaponId: weaponId ?? this.weaponId,
+      maxShotsPerTarget: maxShotsPerTarget ?? this.maxShotsPerTarget,
+      analyses: analyses ?? this.analyses,
       createdAt: createdAt ?? this.createdAt,
       notes: notes ?? this.notes,
-      targetCenterX: targetCenterX ?? this.targetCenterX,
-      targetCenterY: targetCenterY ?? this.targetCenterY,
-      targetRadius: targetRadius ?? this.targetRadius,
+      distance: distance ?? this.distance,
     );
   }
 
   Map<String, dynamic> toMap() {
     return {
       'id': id,
-      'target_type': targetType.name,
-      'image_path': imagePath,
-      'total_score': totalScore,
-      'grouping_diameter': groupingDiameter,
-      'grouping_center_x': groupingCenterX,
-      'grouping_center_y': groupingCenterY,
+      'weapon': weapon,
+      'weapon_id': weaponId,
+      'max_shots_per_target': maxShotsPerTarget,
       'created_at': createdAt.toIso8601String(),
       'notes': notes,
-      'target_center_x': targetCenterX,
-      'target_center_y': targetCenterY,
-      'target_radius': targetRadius,
+      'distance': distance,
     };
   }
 
-  factory Session.fromMap(Map<String, dynamic> map, List<Shot> shots) {
+  factory Session.fromMap(Map<String, dynamic> map, List<TargetAnalysis> analyses) {
     return Session(
       id: map['id'] as String,
-      targetType: TargetType.fromString(map['target_type'] as String),
-      imagePath: map['image_path'] as String,
-      shots: shots,
-      totalScore: map['total_score'] as int,
-      groupingDiameter: map['grouping_diameter'] as double?,
-      groupingCenterX: map['grouping_center_x'] as double?,
-      groupingCenterY: map['grouping_center_y'] as double?,
+      weapon: map['weapon'] as String? ?? 'Inconnue',
+      weaponId: map['weapon_id'] as String?,
+      maxShotsPerTarget: map['max_shots_per_target'] as int? ?? 5,
+      analyses: analyses,
       createdAt: DateTime.parse(map['created_at'] as String),
       notes: map['notes'] as String?,
-      targetCenterX: map['target_center_x'] as double?,
-      targetCenterY: map['target_center_y'] as double?,
-      targetRadius: map['target_radius'] as double?,
+      distance: map['distance'] as int? ?? 25,
     );
   }
 
   @override
   String toString() {
-    return 'Session(id: $id, targetType: $targetType, shots: ${shots.length}, totalScore: $totalScore, createdAt: $createdAt)';
+    return 'Session(id: $id, weapon: $weapon, distance: ${distance}m, targets: ${analyses.length}, createdAt: $createdAt)';
   }
 }

lib/data/models/shot.dart

@@ -3,14 +3,14 @@ class Shot {
   final double x; // Relative position (0.0 - 1.0)
   final double y; // Relative position (0.0 - 1.0)
   final int score;
-  final String sessionId;
+  final String analysisId;
 
   Shot({
     required this.id,
     required this.x,
     required this.y,
     required this.score,
-    required this.sessionId,
+    required this.analysisId,
   });
 
   Shot copyWith({
@@ -18,14 +18,14 @@ class Shot {
     double? x,
     double? y,
     int? score,
-    String? sessionId,
+    String? analysisId,
   }) {
     return Shot(
       id: id ?? this.id,
       x: x ?? this.x,
       y: y ?? this.y,
       score: score ?? this.score,
-      sessionId: sessionId ?? this.sessionId,
+      analysisId: analysisId ?? this.analysisId,
     );
   }
 
@@ -35,7 +35,7 @@ class Shot {
       'x': x,
       'y': y,
       'score': score,
-      'session_id': sessionId,
+      'analysis_id': analysisId,
     };
   }
 
@@ -45,13 +45,13 @@ class Shot {
       x: (map['x'] as num).toDouble(),
       y: (map['y'] as num).toDouble(),
       score: map['score'] as int,
-      sessionId: map['session_id'] as String,
+      analysisId: map['analysis_id'] as String? ?? map['session_id'] as String? ?? '',
     );
   }
 
   @override
   String toString() {
-    return 'Shot(id: $id, x: $x, y: $y, score: $score, sessionId: $sessionId)';
+    return 'Shot(id: $id, x: $x, y: $y, score: $score, analysisId: $analysisId)';
   }
 
   @override
@@ -62,11 +62,11 @@ class Shot {
         other.x == x &&
         other.y == y &&
         other.score == score &&
-        other.sessionId == sessionId;
+        other.analysisId == analysisId;
   }
 
   @override
   int get hashCode {
-    return id.hashCode ^ x.hashCode ^ y.hashCode ^ score.hashCode ^ sessionId.hashCode;
+    return id.hashCode ^ x.hashCode ^ y.hashCode ^ score.hashCode ^ analysisId.hashCode;
   }
 }

lib/data/models/target_analysis.dart

@@ -0,0 +1,113 @@
+import 'shot.dart';
+import 'target_type.dart';
+
+class TargetAnalysis {
+  final String id;
+  final String sessionId;
+  final TargetType targetType;
+  final String imagePath;
+  final List<Shot> shots;
+  final int totalScore;
+  final double? groupingDiameter;
+  final double? groupingCenterX;
+  final double? groupingCenterY;
+  final DateTime createdAt;
+  final String? notes;
+
+  // Target detection data
+  final double? targetCenterX;
+  final double? targetCenterY;
+  final double? targetRadius;
+
+  TargetAnalysis({
+    required this.id,
+    required this.sessionId,
+    required this.targetType,
+    required this.imagePath,
+    required this.shots,
+    required this.totalScore,
+    this.groupingDiameter,
+    this.groupingCenterX,
+    this.groupingCenterY,
+    required this.createdAt,
+    this.notes,
+    this.targetCenterX,
+    this.targetCenterY,
+    this.targetRadius,
+  });
+
+  int get shotCount => shots.length;
+
+  double get averageScore => shots.isEmpty ? 0.0 : totalScore / shots.length;
+
+  TargetAnalysis copyWith({
+    String? id,
+    String? sessionId,
+    TargetType? targetType,
+    String? imagePath,
+    List<Shot>? shots,
+    int? totalScore,
+    double? groupingDiameter,
+    double? groupingCenterX,
+    double? groupingCenterY,
+    DateTime? createdAt,
+    String? notes,
+    double? targetCenterX,
+    double? targetCenterY,
+    double? targetRadius,
+  }) {
+    return TargetAnalysis(
+      id: id ?? this.id,
+      sessionId: sessionId ?? this.sessionId,
+      targetType: targetType ?? this.targetType,
+      imagePath: imagePath ?? this.imagePath,
+      shots: shots ?? this.shots,
+      totalScore: totalScore ?? this.totalScore,
+      groupingDiameter: groupingDiameter ?? this.groupingDiameter,
+      groupingCenterX: groupingCenterX ?? this.groupingCenterX,
+      groupingCenterY: groupingCenterY ?? this.groupingCenterY,
+      createdAt: createdAt ?? this.createdAt,
+      notes: notes ?? this.notes,
+      targetCenterX: targetCenterX ?? this.targetCenterX,
+      targetCenterY: targetCenterY ?? this.targetCenterY,
+      targetRadius: targetRadius ?? this.targetRadius,
+    );
+  }
+
+  Map<String, dynamic> toMap() {
+    return {
+      'id': id,
+      'session_id': sessionId,
+      'target_type': targetType.name,
+      'image_path': imagePath,
+      'total_score': totalScore,
+      'grouping_diameter': groupingDiameter,
+      'grouping_center_x': groupingCenterX,
+      'grouping_center_y': groupingCenterY,
+      'created_at': createdAt.toIso8601String(),
+      'notes': notes,
+      'target_center_x': targetCenterX,
+      'target_center_y': targetCenterY,
+      'target_radius': targetRadius,
+    };
+  }
+
+  factory TargetAnalysis.fromMap(Map<String, dynamic> map, List<Shot> shots) {
+    return TargetAnalysis(
+      id: map['id'] as String,
+      sessionId: map['session_id'] as String,
+      targetType: TargetType.fromString(map['target_type'] as String),
+      imagePath: map['image_path'] as String,
+      shots: shots,
+      totalScore: map['total_score'] as int,
+      groupingDiameter: map['grouping_diameter'] as double?,
+      groupingCenterX: map['grouping_center_x'] as double?,
+      groupingCenterY: map['grouping_center_y'] as double?,
+      createdAt: DateTime.parse(map['created_at'] as String),
+      notes: map['notes'] as String?,
+      targetCenterX: map['target_center_x'] as double?,
+      targetCenterY: map['target_center_y'] as double?,
+      targetRadius: map['target_radius'] as double?,
+    );
+  }
+}

lib/data/models/weapon.dart

@@ -0,0 +1,114 @@
+enum WeaponType {
+  handgun('Arme de Poing'),
+  rifle('Arme d\'Épaule'),
+  shotgun('Fusil à Pompe'),
+  airgun('Airsoft / Airgun');
+
+  final String displayName;
+  const WeaponType(this.displayName);
+
+  static WeaponType fromString(String value) {
+    return WeaponType.values.firstWhere(
+      (type) => type.name == value,
+      orElse: () => WeaponType.handgun,
+    );
+  }
+}
+
+class Weapon {
+  final String id;
+  final String name;
+  final WeaponType type;
+  final String caliber;
+  final int magazineCount;
+  final int magazineCapacity;
+  final String? notes;
+  final DateTime createdAt;
+  
+  // New options
+  final String? optic;
+  final String? silencer;
+  final String? trigger;
+  final String? customName;
+
+  String get displayName => (customName != null && customName!.isNotEmpty) ? customName! : name;
+
+  Weapon({
+    required this.id,
+    required this.name,
+    required this.type,
+    required this.caliber,
+    required this.magazineCount,
+    required this.magazineCapacity,
+    this.notes,
+    required this.createdAt,
+    this.optic,
+    this.silencer,
+    this.trigger,
+    this.customName,
+  });
+
+  Weapon copyWith({
+    String? id,
+    String? name,
+    WeaponType? type,
+    String? caliber,
+    int? magazineCount,
+    int? magazineCapacity,
+    String? notes,
+    DateTime? createdAt,
+    String? optic,
+    String? silencer,
+    String? trigger,
+    String? customName,
+  }) {
+    return Weapon(
+      id: id ?? this.id,
+      name: name ?? this.name,
+      type: type ?? this.type,
+      caliber: caliber ?? this.caliber,
+      magazineCount: magazineCount ?? this.magazineCount,
+      magazineCapacity: magazineCapacity ?? this.magazineCapacity,
+      notes: notes ?? this.notes,
+      createdAt: createdAt ?? this.createdAt,
+      optic: optic ?? this.optic,
+      silencer: silencer ?? this.silencer,
+      trigger: trigger ?? this.trigger,
+      customName: customName ?? this.customName,
+    );
+  }
+
+  Map<String, dynamic> toMap() {
+    return {
+      'id': id,
+      'name': name,
+      'type': type.name,
+      'caliber': caliber,
+      'magazine_count': magazineCount,
+      'magazine_capacity': magazineCapacity,
+      'notes': notes,
+      'created_at': createdAt.toIso8601String(),
+      'optic': optic,
+      'silencer': silencer,
+      'trigger': trigger,
+      'custom_name': customName,
+    };
+  }
+
+  factory Weapon.fromMap(Map<String, dynamic> map) {
+    return Weapon(
+      id: map['id'] as String,
+      name: map['name'] as String,
+      type: WeaponType.fromString(map['type'] as String),
+      caliber: map['caliber'] as String,
+      magazineCount: map['magazine_count'] as int,
+      magazineCapacity: map['magazine_capacity'] as int,
+      notes: map['notes'] as String?,
+      createdAt: DateTime.parse(map['created_at'] as String),
+      optic: map['optic'] as String?,
+      silencer: map['silencer'] as String?,
+      trigger: map['trigger'] as String?,
+      customName: map['custom_name'] as String?,
+    );
+  }
+}

lib/data/repositories/session_repository.dart

@@ -4,8 +4,10 @@ import 'package:path/path.dart' as path;
 import 'package:uuid/uuid.dart';
 import '../database/database_helper.dart';
 import '../models/session.dart';
+import '../models/target_analysis.dart';
 import '../models/shot.dart';
-import '../models/target_type.dart';
+import '../models/weapon.dart';
+import '../models/maintenance.dart';
 
 class SessionRepository {
   final DatabaseHelper _databaseHelper;
@@ -18,8 +20,38 @@ class SessionRepository {
         _uuid = uuid ?? const Uuid();
 
   Future<Session> createSession({
-    required TargetType targetType,
+    String? id,
+    required String weapon,
+    String? weaponId,
+    required int maxShotsPerTarget,
+    required List<TargetAnalysis> analyses,
+    String? notes,
+    int distance = 25,
+    DateTime? date,
+  }) async {
+    final session = Session(
+      id: id ?? _uuid.v4(),
+      weapon: weapon,
+      weaponId: weaponId,
+      maxShotsPerTarget: maxShotsPerTarget,
+      analyses: analyses,
+      createdAt: date ?? DateTime.now(),
+      notes: notes,
+      distance: distance,
+    );
+
+    await _databaseHelper.insertSession(session);
+    return session;
+  }
+
+  Future<void> addAnalysisToSession(String sessionId, TargetAnalysis analysis) async {
+    await _databaseHelper.insertTargetAnalysis(analysis, sessionId);
+  }
+
+  Future<TargetAnalysis> prepareTargetAnalysis({
     required String imagePath,
+    required String sessionId,
+    required dynamic targetType, // TargetType
     required List<Shot> shots,
     required int totalScore,
     double? groupingDiameter,
@@ -33,8 +65,9 @@ class SessionRepository {
     // Copy image to app documents directory
     final savedImagePath = await _saveImage(imagePath);
 
-    final session = Session(
+    return TargetAnalysis(
       id: _uuid.v4(),
+      sessionId: sessionId,
       targetType: targetType,
       imagePath: savedImagePath,
       shots: shots,
@@ -48,9 +81,6 @@ class SessionRepository {
       targetCenterY: targetCenterY,
       targetRadius: targetRadius,
     );
-
-    await _databaseHelper.insertSession(session);
-    return session;
   }
 
   Future<String> _saveImage(String sourcePath) async {
@@ -75,30 +105,25 @@ class SessionRepository {
   }
 
   Future<List<Session>> getAllSessions({
-    TargetType? targetType,
     int? limit,
     int? offset,
   }) async {
     return await _databaseHelper.getAllSessions(
-      targetType: targetType?.name,
       limit: limit,
       offset: offset,
     );
   }
 
-  Future<void> updateSession(Session session) async {
-    await _databaseHelper.updateSession(session);
-  }
-
   Future<void> deleteSession(String id) async {
     final session = await getSession(id);
     if (session != null) {
-      // Delete the image file
-      final imageFile = File(session.imagePath);
+      for (final analysis in session.analyses) {
+        final imageFile = File(analysis.imagePath);
         if (await imageFile.exists()) {
           await imageFile.delete();
         }
       }
+    }
     await _databaseHelper.deleteSession(id);
   }
 
@@ -106,7 +131,84 @@ class SessionRepository {
     return await _databaseHelper.getStatistics();
   }
 
-  String generateShotId() {
+  String generateId() {
     return _uuid.v4();
   }
+
+  // Weapon Repository methods
+  Future<Weapon> addWeapon({
+    required String name,
+    required WeaponType type,
+    required String caliber,
+    required int magazineCount,
+    required int magazineCapacity,
+    String? notes,
+    String? optic,
+    String? silencer,
+    String? trigger,
+    String? customName,
+  }) async {
+    final weapon = Weapon(
+      id: _uuid.v4(),
+      name: name,
+      type: type,
+      caliber: caliber,
+      magazineCount: magazineCount,
+      magazineCapacity: magazineCapacity,
+      notes: notes,
+      createdAt: DateTime.now(),
+      optic: optic,
+      silencer: silencer,
+      trigger: trigger,
+      customName: customName,
+    );
+    await _databaseHelper.insertWeapon(weapon);
+    return weapon;
+  }
+
+  Future<List<Weapon>> getWeapons() async {
+    return await _databaseHelper.getAllWeapons();
+  }
+
+  Future<void> updateWeapon(Weapon weapon) async {
+    await _databaseHelper.updateWeapon(weapon);
+  }
+
+  Future<void> deleteWeapon(String id) async {
+    await _databaseHelper.deleteWeapon(id);
+  }
+
+  Future<int> getRoundsFiredForWeapon(String weaponId) async {
+    return await _databaseHelper.getRoundsFiredForWeapon(weaponId);
+  }
+
+  Future<int> getSessionCountForWeapon(String weaponId) async {
+    return await _databaseHelper.getSessionCountForWeapon(weaponId);
+  }
+
+  Future<void> addMaintenanceEntry({
+    required String weaponId,
+    required MaintenanceType type,
+    required String description,
+    int? roundsSinceLast,
+    DateTime? date,
+  }) async {
+    final entry = MaintenanceEntry(
+      id: _uuid.v4(),
+      weaponId: weaponId,
+      type: type,
+      description: description,
+      date: date ?? DateTime.now(),
+      roundsSinceLastMaintenance: roundsSinceLast,
+    );
+    await _databaseHelper.insertMaintenance(entry);
+  }
+
+  Future<List<MaintenanceEntry>> getMaintenanceHistory(String weaponId) async {
+    return await _databaseHelper.getMaintenanceForWeapon(weaponId);
+  }
+
+  Future<void> deleteMaintenanceEntry(String id) async {
+    await _databaseHelper.deleteMaintenance(id);
+  }
 }

lib/features/analysis/analysis_provider.dart

@@ -7,9 +7,9 @@ library;
 
 import 'dart:io';
 import 'dart:ui' as ui;
-import 'package:flutter/foundation.dart';
+import 'package:flutter/material.dart';
 import 'package:uuid/uuid.dart';
-import '../../data/models/session.dart';
+import '../../data/models/target_analysis.dart';
 import '../../data/models/shot.dart';
 import '../../data/models/target_type.dart';
 import '../../data/repositories/session_repository.dart';
@@ -17,6 +17,8 @@ import '../../services/target_detection_service.dart';
 import '../../services/score_calculator_service.dart';
 import '../../services/grouping_analyzer_service.dart';
 import '../../services/distortion_correction_service.dart';
+import '../../services/opencv_target_service.dart';
+import '../../services/ai_export_service.dart';
 
 enum AnalysisState { initial, loading, success, error }
 
@@ -26,6 +28,7 @@ class AnalysisProvider extends ChangeNotifier {
   final GroupingAnalyzerService _groupingAnalyzerService;
   final SessionRepository _sessionRepository;
   final DistortionCorrectionService _distortionService;
+  final OpenCVTargetService _opencvTargetService;
   final Uuid _uuid = const Uuid();
 
   AnalysisProvider({
@@ -34,21 +37,27 @@ class AnalysisProvider extends ChangeNotifier {
     required GroupingAnalyzerService groupingAnalyzerService,
     required SessionRepository sessionRepository,
     DistortionCorrectionService? distortionService,
+    OpenCVTargetService? opencvTargetService,
   }) : _detectionService = detectionService,
         _scoreCalculatorService = scoreCalculatorService,
         _groupingAnalyzerService = groupingAnalyzerService,
         _sessionRepository = sessionRepository,
-        _distortionService = distortionService ?? DistortionCorrectionService();
+        _distortionService = distortionService ?? DistortionCorrectionService(),
+        _opencvTargetService = opencvTargetService ?? OpenCVTargetService();
 
   AnalysisState _state = AnalysisState.initial;
   String? _errorMessage;
   String? _imagePath;
   TargetType? _targetType;
 
+  // AJOUT PROTECTION DU PLOTTING : Stockage permanent de la rotation du Crop
+  double _cropRotation = 0.0;
+
   // Target detection results
   double _targetCenterX = 0.5;
   double _targetCenterY = 0.5;
   double _targetRadius = 0.4;
+  double _targetInnerRadius = 0.04;
   int _ringCount = 10;
   List<double>? _ringRadii; // Individual ring radii multipliers
   double _imageAspectRatio = 1.0; // width / height
@@ -76,11 +85,14 @@ class AnalysisProvider extends ChangeNotifier {
   String? get errorMessage => _errorMessage;
   String? get imagePath => _imagePath;
   TargetType? get targetType => _targetType;
+  double get cropRotation => _cropRotation; // Getter pour le Plotting
   double get targetCenterX => _targetCenterX;
   double get targetCenterY => _targetCenterY;
   double get targetRadius => _targetRadius;
+  double get targetInnerRadius => _targetInnerRadius;
   int get ringCount => _ringCount;
-  List<double>? get ringRadii => _ringRadii != null ? List.unmodifiable(_ringRadii!) : null;
+  List<double>? get ringRadii =>
+      _ringRadii != null ? List.unmodifiable(_ringRadii!) : null;
   double get imageAspectRatio => _imageAspectRatio;
   List<Shot> get shots => List.unmodifiable(_shots);
   ScoreResult? get scoreResult => _scoreResult;
@@ -97,13 +109,29 @@ class AnalysisProvider extends ChangeNotifier {
   DistortionParameters? get distortionParams => _distortionParams;
   String? get correctedImagePath => _correctedImagePath;
   bool get hasDistortion => _distortionParams?.needsCorrection ?? false;
+
   /// Retourne le chemin de l'image à afficher (corrigée si activée, originale sinon)
-  String? get displayImagePath => _distortionCorrectionEnabled && _correctedImagePath != null
+  String? get displayImagePath =>
+      _distortionCorrectionEnabled && _correctedImagePath != null
           ? _correctedImagePath
           : _imagePath;
 
+  /// Modifie et mémorise la rotation de l'image pour le Plotting
+  void setCropRotation(double rotation) {
+    _cropRotation = rotation;
+    notifyListeners();
+  }
+
   /// Analyze an image
-  Future<void> analyzeImage(String imagePath, TargetType targetType) async {
+  ///
+  /// [autoAnalyze] determines if we should run automatic detection immediately.
+  /// If false, only the image is loaded and default target parameters are set.
+  Future<void> analyzeImage(
+      String imagePath,
+      TargetType targetType, {
+        bool autoAnalyze = true,
+        Offset? manualCenter,
+      }) async {
     _state = AnalysisState.loading;
     _imagePath = imagePath;
     _targetType = targetType;
@@ -119,8 +147,25 @@ class AnalysisProvider extends ChangeNotifier {
       _imageAspectRatio = frame.image.width / frame.image.height;
       frame.image.dispose();
 
-      // Detect target and impacts
-      final result = _detectionService.detectTarget(imagePath, targetType);
+      if (!autoAnalyze) {
+        // Just setup default values without running detection
+        _targetCenterX = manualCenter?.dx ?? 0.5;
+        _targetCenterY = manualCenter?.dy ?? 0.5;
+        _targetRadius = 0.4;
+        _targetInnerRadius = 0.04;
+
+        // Initialize empty shots list
+        _shots = [];
+
+        _state = AnalysisState.success;
+        notifyListeners();
+        return;
+      }
+
+      final result = await _detectionService.detectTargetAsync(
+        imagePath,
+        targetType,
+      );
 
       if (!result.success) {
         _state = AnalysisState.error;
@@ -132,6 +177,7 @@ class AnalysisProvider extends ChangeNotifier {
       _targetCenterX = result.centerX;
       _targetCenterY = result.centerY;
       _targetRadius = result.radius;
+      _targetInnerRadius = result.radius * 0.1;
 
       // Create shots from detected impacts
       _shots = result.impacts.map((impact) {
@@ -140,7 +186,7 @@ class AnalysisProvider extends ChangeNotifier {
           x: impact.x,
           y: impact.y,
           score: impact.suggestedScore,
-          sessionId: '', // Will be set when saving
+          analysisId: '',
         );
       }).toList();
 
@@ -162,13 +208,7 @@ class AnalysisProvider extends ChangeNotifier {
   /// Add a manual shot
   void addShot(double x, double y) {
     final score = _calculateShotScore(x, y);
-    final shot = Shot(
-      id: _uuid.v4(),
-      x: x,
-      y: y,
-      score: score,
-      sessionId: '',
-    );
+    final shot = Shot(id: _uuid.v4(), x: x, y: y, score: score, analysisId: '');
 
     _shots.add(shot);
     _recalculateScores();
@@ -190,17 +230,23 @@ class AnalysisProvider extends ChangeNotifier {
     if (index == -1) return;
 
     final newScore = _calculateShotScore(newX, newY);
-    _shots[index] = _shots[index].copyWith(
-      x: newX,
-      y: newY,
-      score: newScore,
-    );
+    _shots[index] = _shots[index].copyWith(x: newX, y: newY, score: newScore);
 
     _recalculateScores();
     _recalculateGrouping();
     notifyListeners();
   }
 
+  /// Update a shot's score manually
+  void updateShotScore(String shotId, int newScore) {
+    final index = _shots.indexWhere((shot) => shot.id == shotId);
+    if (index == -1) return;
+
+    _shots[index] = _shots[index].copyWith(score: newScore);
+    _recalculateScores();
+    notifyListeners();
+  }
+
   /// Auto-detect impacts using image processing
   Future<int> autoDetectImpacts({
     int darkThreshold = 80,
@@ -242,7 +288,7 @@ class AnalysisProvider extends ChangeNotifier {
         x: impact.x,
         y: impact.y,
         score: score,
-        sessionId: '',
+        analysisId: '',
       );
       _shots.add(shot);
     }
@@ -255,14 +301,6 @@ class AnalysisProvider extends ChangeNotifier {
   }
 
   /// Auto-detect impacts using OpenCV (Hough Circles + Contours)
-  ///
-  /// NOTE: OpenCV est actuellement désactivé sur Windows en raison de problèmes
-  /// de compilation. Cette méthode retourne 0 (aucun impact détecté).
-  /// Utiliser autoDetectImpacts() à la place.
-  ///
-  /// Utilise les algorithmes OpenCV pour une détection plus robuste:
-  /// - Transformation de Hough pour détecter les cercles
-  /// - Analyse de contours avec filtrage par circularité
   Future<int> autoDetectImpactsWithOpenCV({
     double cannyThreshold1 = 50,
     double cannyThreshold2 = 150,
@@ -271,6 +309,8 @@ class AnalysisProvider extends ChangeNotifier {
     double param2 = 30,
     int minRadius = 5,
     int maxRadius = 50,
+    int minSize = 5,
+    int maxSize = 1000,
     int blurSize = 5,
     bool useContourDetection = true,
     double minCircularity = 0.6,
@@ -317,7 +357,7 @@ class AnalysisProvider extends ChangeNotifier {
         x: impact.x,
         y: impact.y,
         score: score,
-        sessionId: '',
+        analysisId: '',
       );
       _shots.add(shot);
     }
@@ -334,7 +374,9 @@ class AnalysisProvider extends ChangeNotifier {
     double tolerance = 2.0,
     bool clearExisting = false,
   }) async {
-    if (_imagePath == null || _targetType == null || _referenceImpacts.length < 2) {
+    if (_imagePath == null ||
+        _targetType == null ||
+        _referenceImpacts.length < 2) {
       return 0;
     }
 
@@ -343,7 +385,8 @@ class AnalysisProvider extends ChangeNotifier {
         .map((shot) => ReferenceImpact(x: shot.x, y: shot.y))
         .toList();
 
-    final detectedImpacts = _detectionService.detectImpactsWithOpenCVFromReferences(
+    final detectedImpacts = _detectionService
+        .detectImpactsWithOpenCVFromReferences(
       _imagePath!,
       _targetType!,
       _targetCenterX,
@@ -366,7 +409,7 @@ class AnalysisProvider extends ChangeNotifier {
         x: impact.x,
         y: impact.y,
         score: score,
-        sessionId: '',
+        analysisId: '',
       );
       _shots.add(shot);
     }
@@ -381,13 +424,7 @@ class AnalysisProvider extends ChangeNotifier {
   /// Add a reference impact for calibrated detection
   void addReferenceImpact(double x, double y) {
     final score = _calculateShotScore(x, y);
-    final shot = Shot(
-      id: _uuid.v4(),
-      x: x,
-      y: y,
-      score: score,
-      sessionId: '',
-    );
+    final shot = Shot(id: _uuid.v4(), x: x, y: y, score: score, analysisId: '');
     _referenceImpacts.add(shot);
     notifyListeners();
   }
@@ -428,7 +465,9 @@ class AnalysisProvider extends ChangeNotifier {
     double tolerance = 2.0,
     bool clearExisting = false,
   }) async {
-    if (_imagePath == null || _targetType == null || _learnedCharacteristics == null) {
+    if (_imagePath == null ||
+        _targetType == null ||
+        _learnedCharacteristics == null) {
       return 0;
     }
 
@@ -455,7 +494,7 @@ class AnalysisProvider extends ChangeNotifier {
         x: impact.x,
         y: impact.y,
         score: score,
-        sessionId: '',
+        analysisId: '',
       );
       _shots.add(shot);
     }
@@ -468,16 +507,27 @@ class AnalysisProvider extends ChangeNotifier {
   }
 
   /// Adjust target position
-  void adjustTargetPosition(double centerX, double centerY, double radius, {int? ringCount, List<double>? ringRadii}) {
-    _targetCenterX = centerX;
-    _targetCenterY = centerY;
-    _targetRadius = radius;
+  void adjustTargetPosition(
+      double centerX,
+      double centerY,
+      double innerRadius,
+      double radius, {
+        int? ringCount,
+        List<double>? ringRadii,
+        double zoomScale = 1.0,
+        Offset offset = Offset.zero,
+      }) {
+    _targetCenterX = (centerX - offset.dx) / zoomScale;
+    _targetCenterY = (centerY - offset.dy) / zoomScale;
+    _targetRadius = radius / zoomScale;
+    _targetInnerRadius = innerRadius / zoomScale;
+
     if (ringCount != null) {
       _ringCount = ringCount;
     }
-    if (ringRadii != null) {
+
+    // CORRECTION : On accepte désormais la valeur null pour pouvoir réinitialiser l'espacement !
     _ringRadii = ringRadii;
-    }
 
     // Recalculate all shot scores based on new target position
     _shots = _shots.map((shot) {
@@ -489,6 +539,42 @@ class AnalysisProvider extends ChangeNotifier {
     notifyListeners();
   }
 
+  /// Auto-calibrate target using OpenCV
+  Future<bool> autoCalibrateTarget() async {
+    if (_imagePath == null) return false;
+
+    try {
+      // 1. Attempt to correct perspective/distortion first
+      final correctedPath = await _distortionService
+          .correctPerspectiveWithConcentricMesh(_imagePath!);
+
+      if (correctedPath != _imagePath) {
+        _imagePath = correctedPath;
+        _correctedImagePath = correctedPath;
+        _distortionCorrectionEnabled = true;
+        _imageAspectRatio = 1.0;
+        notifyListeners();
+      }
+
+      // 2. Detect the target on the straight/corrected image
+      final result = await _opencvTargetService.detectTarget(_imagePath!);
+
+      if (result.success) {
+        adjustTargetPosition(
+          result.centerX,
+          result.centerY,
+          result.radius * 0.1,
+          result.radius,
+        );
+        return true;
+      }
+      return false;
+    } catch (e) {
+      debugPrint('Auto-calibration error: $e');
+      return false;
+    }
+  }
+
   /// Calcule les paramètres de distorsion basés sur la calibration actuelle
   void calculateDistortion() {
     _distortionParams = _distortionService.calculateDistortionFromCalibration(
@@ -529,8 +615,6 @@ class AnalysisProvider extends ChangeNotifier {
     }
   }
 
-
-/* version deux a tester*/
   /// Calcule ET applique la correction pour un feedback immédiat
   Future<void> calculateAndApplyDistortion() async {
     // 1. Calcul des paramètres (votre code actuel)
@@ -546,18 +630,18 @@ class AnalysisProvider extends ChangeNotifier {
       // 3. Application immédiate de la transformation (méthode asynchrone)
       await applyDistortionCorrection();
     } else {
-      notifyListeners(); // On prévient quand même si pas de correction
+      notifyListeners();
     }
   }
 
   Future<void> runFullDistortionWorkflow() async {
-    _state = AnalysisState.loading; // Affiche un spinner sur votre UI
+    _state = AnalysisState.loading;
     notifyListeners();
 
     try {
-      calculateDistortion(); // Calcule les paramètres
-      await applyDistortionCorrection(); // Génère le fichier corrigé
-      _distortionCorrectionEnabled = true; // Active l'affichage
+      calculateDistortion();
+      await applyDistortionCorrection();
+      _distortionCorrectionEnabled = true;
       _state = AnalysisState.success;
     } catch (e) {
       _errorMessage = "Erreur de rendu : $e";
@@ -566,7 +650,6 @@ class AnalysisProvider extends ChangeNotifier {
       notifyListeners();
     }
   }
-/* fin section deux a tester*/
 
   int _calculateShotScore(double x, double y) {
     if (_targetType == TargetType.concentric) {
@@ -611,16 +694,55 @@ class AnalysisProvider extends ChangeNotifier {
     _groupingResult = _groupingAnalyzerService.analyzeGrouping(_shots);
   }
 
+  /// Exporte l'image et le json vers le backend IA
+  Future<bool> exportToAiBackend() async {
+    if (_imagePath == null || _targetType == null) {
+      _errorMessage = "Impossible d'export : image ou type de cible manquant.";
+      notifyListeners();
+      return false;
+    }
+
+    final service = AiExportService();
+
+    _state = AnalysisState.loading;
+    notifyListeners();
+
+    final success = await service.exportData(
+      imagePath: _imagePath!,
+      sessionId: 'export',
+      targetType: _targetType!,
+      targetCenterX: _targetCenterX,
+      targetCenterY: _targetCenterY,
+      targetRadius: _targetRadius,
+      shots: _shots,
+    );
+
+    _state = AnalysisState.success;
+    if (!success) {
+      _errorMessage = "Échec de l'export vers le serveur IA.";
+    }
+    notifyListeners();
+    return success;
+  }
+
   /// Save the session
-  Future<Session> saveSession({String? notes}) async {
+  Future<TargetAnalysis> saveSession({
+    String? notes,
+    String? sessionId,
+    String? weaponName,
+    String? weaponId,
+    int? distance,
+    DateTime? date,
+  }) async {
     if (_imagePath == null || _targetType == null) {
       throw Exception('Cannot save: missing image or target type');
     }
 
-    final session = await _sessionRepository.createSession(
-      targetType: _targetType!,
+    final targetAnalysis = await _sessionRepository.prepareTargetAnalysis(
       imagePath: _imagePath!,
-      shots: _shots.map((s) => s.copyWith(sessionId: '')).toList(),
+      sessionId: sessionId ?? 'standalone',
+      targetType: _targetType!,
+      shots: _shots,
       totalScore: totalScore,
       groupingDiameter: _groupingResult?.diameter,
       groupingCenterX: _groupingResult?.centerX,
@@ -631,11 +753,41 @@ class AnalysisProvider extends ChangeNotifier {
       targetRadius: _targetRadius,
     );
 
-    // Update shots with session ID
-    _shots = session.shots;
-    notifyListeners();
+    if (sessionId != null && sessionId != 'standalone') {
+      final existingSession = await _sessionRepository.getSession(sessionId);
+      if (existingSession != null) {
+        await _sessionRepository.addAnalysisToSession(
+          sessionId,
+          targetAnalysis,
+        );
+      } else {
+        // CORRECTION : Utilise la date injectée plutôt que DateTime.now()
+        await _sessionRepository.createSession(
+          id: sessionId,
+          weapon: weaponName ?? 'Inconnue',
+          weaponId: weaponId,
+          maxShotsPerTarget: shotCount,
+          analyses: [targetAnalysis],
+          notes: notes,
+          distance: distance ?? 25,
+          date: date ?? DateTime.now(),
+        );
+      }
+    } else {
+      // CORRECTION : S'applique aussi au flux alternatif sans ID préalable
+      await _sessionRepository.createSession(
+        weapon: weaponName ?? 'Inconnue',
+        weaponId: weaponId,
+        maxShotsPerTarget: shotCount,
+        analyses: [targetAnalysis],
+        notes: notes,
+        distance: distance ?? 25,
+        date: date ?? DateTime.now(),
+      );
+    }
 
-    return session;
+    notifyListeners();
+    return targetAnalysis;
   }
 
   /// Reset the provider
@@ -644,9 +796,11 @@ class AnalysisProvider extends ChangeNotifier {
     _errorMessage = null;
     _imagePath = null;
     _targetType = null;
+    _cropRotation = 0.0;
     _targetCenterX = 0.5;
     _targetCenterY = 0.5;
     _targetRadius = 0.4;
+    _targetInnerRadius = 0.04;
     _ringCount = 10;
     _ringRadii = null;
     _imageAspectRatio = 1.0;
@@ -660,4 +814,23 @@ class AnalysisProvider extends ChangeNotifier {
     _correctedImagePath = null;
     notifyListeners();
   }
+
+  /// Met à jour la position d'un impact de tir en direct (Glisser-Déposer).
+  void updateShotPosition(String shotId, double newX, double newY) {
+    final index = _shots.indexWhere((s) => s.id == shotId);
+    if (index != -1) {
+      // 1. On calcule dynamiquement le nouveau score de la zone survolée
+      final newScore = _calculateShotScore(newX, newY);
+
+      // 2. On remplace l'ancien impact par le nouveau avec ses coordonnées et son score ajustés
+      _shots[index] = _shots[index].copyWith(x: newX, y: newY, score: newScore);
+
+      // 3. On applique les deux méthodes natives de recalcul de ton application
+      _recalculateScores();
+      _recalculateGrouping();
+
+      // 4. On demande à l'écran de se redessiner en direct
+      notifyListeners();
+    }
+  }
 }

lib/features/analysis/impact_editor_screen.dart

@@ -0,0 +1,283 @@
+/// Écran d'édition des impacts — PLEIN ÉCRAN dédié au zoom et au placement.
+///
+/// Cet écran est volontairement minimal : un Scaffold dont le body est
+/// directement un InteractiveViewer (sans SingleScrollView ni AspectRatio
+/// contraint autour). C'est la configuration la plus fiable pour le pinch :
+/// l'InteractiveViewer reçoit les deux doigts sans concurrence avec un
+/// scroll vertical ou une transformation parente.
+///
+/// Interactions :
+///   - Tap sur zone vide      -> ajoute un impact
+///   - Tap sur un impact      -> ouvre l'édition (score / suppression)
+///   - Appui long + glisser   -> déplace l'impact
+///
+/// L'état des impacts est partagé avec l'écran d'analyse via le MÊME
+/// AnalysisProvider (passé en ChangeNotifierProvider.value côté appelant).
+library;
+
+import 'dart:io';
+import 'dart:math' as math;
+import 'package:flutter/material.dart';
+import 'package:provider/provider.dart';
+
+import '../../data/models/shot.dart';
+import 'analysis_provider.dart';
+import 'widgets/target_overlay.dart';
+
+class ImpactEditorScreen extends StatefulWidget {
+  const ImpactEditorScreen({super.key});
+
+  @override
+  State<ImpactEditorScreen> createState() => _ImpactEditorScreenState();
+}
+
+class _ImpactEditorScreenState extends State<ImpactEditorScreen> {
+  final TransformationController _transformationController =
+  TransformationController();
+  final GlobalKey _imageKey = GlobalKey();
+
+  double _currentZoomScale = 1.0;
+  String? _movingShotId;
+
+  @override
+  void initState() {
+    super.initState();
+    _transformationController.addListener(_onTransformChanged);
+  }
+
+  @override
+  void dispose() {
+    _transformationController.removeListener(_onTransformChanged);
+    _transformationController.dispose();
+    super.dispose();
+  }
+
+  void _onTransformChanged() {
+    final scale = _transformationController.value.getMaxScaleOnAxis();
+    if (scale != _currentZoomScale) {
+      setState(() => _currentZoomScale = scale);
+    }
+  }
+
+  /// Convertit une position globale en coordonnées relatives (0..1) sur l'image.
+  Offset? _toImageRelative(Offset globalPosition) {
+    final RenderBox? box =
+    _imageKey.currentContext?.findRenderObject() as RenderBox?;
+    if (box == null) return null;
+    final local = box.globalToLocal(globalPosition);
+    final relX = (local.dx / box.size.width).clamp(0.0, 1.0);
+    final relY = (local.dy / box.size.height).clamp(0.0, 1.0);
+    return Offset(relX, relY);
+  }
+
+  /// Renvoie l'impact le plus proche de [rel] dans la tolérance, sinon null.
+  Shot? _hitTestShot(AnalysisProvider provider, Offset rel,
+      {double tolerance = 0.04}) {
+    Shot? closest;
+    double minDistance = double.infinity;
+    for (final shot in provider.shots) {
+      final dx = shot.x - rel.dx;
+      final dy = shot.y - rel.dy;
+      final distance = math.sqrt(dx * dx + dy * dy);
+      if (distance < minDistance && distance < tolerance) {
+        minDistance = distance;
+        closest = shot;
+      }
+    }
+    return closest;
+  }
+
+  @override
+  Widget build(BuildContext context) {
+    final provider = context.watch<AnalysisProvider>();
+
+    return Scaffold(
+      backgroundColor: Colors.black,
+      appBar: AppBar(
+        backgroundColor: Colors.black,
+        title: Text('Placement des impacts (${provider.shotCount})'),
+        leading: IconButton(
+          icon: const Icon(Icons.arrow_back),
+          tooltip: 'Retour à la calibration',
+          onPressed: () => Navigator.pop(context, false),
+        ),
+        actions: [
+          TextButton(
+            onPressed: () => Navigator.pop(context, true),
+            child: const Text(
+              'VALIDER',
+              style: TextStyle(color: Colors.white, fontWeight: FontWeight.bold),
+            ),
+          ),
+        ],
+      ),
+      body: Column(
+        children: [
+          // Bandeau d'aide compact
+          Container(
+            width: double.infinity,
+            color: Colors.white10,
+            padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 8),
+            child: const Text(
+              'Tap : ajouter • Tap sur impact : éditer • Appui long : déplacer • Pincer : zoomer',
+              style: TextStyle(color: Colors.white70, fontSize: 12),
+              textAlign: TextAlign.center,
+            ),
+          ),
+
+          // Zone image plein écran : InteractiveViewer dans un body nu.
+          Expanded(
+            child: InteractiveViewer(
+              transformationController: _transformationController,
+              minScale: 1.0,
+              maxScale: 12.0,
+              boundaryMargin: const EdgeInsets.all(80),
+              panEnabled: _movingShotId == null,
+              child: Center(
+                child: GestureDetector(
+                  behavior: HitTestBehavior.opaque,
+                  // TAP : éditer si on touche un impact, sinon ajouter.
+                  onTapUp: (details) {
+                    if (_movingShotId != null) return;
+                    final rel = _toImageRelative(details.globalPosition);
+                    if (rel == null) return;
+
+                    final hit = _hitTestShot(provider, rel);
+                    if (hit != null) {
+                      _showShotDetails(context, provider, hit);
+                    } else {
+                      provider.addShot(rel.dx, rel.dy);
+                    }
+                  },
+                  // APPUI LONG : on saisit l'impact le plus proche pour le déplacer.
+                  onLongPressStart: (details) {
+                    final rel = _toImageRelative(details.globalPosition);
+                    if (rel == null) return;
+                    final hit = _hitTestShot(provider, rel, tolerance: 0.06);
+                    if (hit != null) {
+                      setState(() => _movingShotId = hit.id);
+                    }
+                  },
+                  onLongPressMoveUpdate: (details) {
+                    if (_movingShotId == null) return;
+                    // Décalage pour que l'impact reste visible au-dessus du doigt.
+                    final adjusted =
+                        details.globalPosition + const Offset(-25, -35);
+                    final rel = _toImageRelative(adjusted);
+                    if (rel == null) return;
+                    provider.updateShotPosition(
+                        _movingShotId!, rel.dx, rel.dy);
+                  },
+                  onLongPressEnd: (_) {
+                    if (_movingShotId != null) {
+                      setState(() => _movingShotId = null);
+                    }
+                  },
+                  child: Stack(
+                    children: [
+                      Image.file(
+                        File(provider.imagePath!),
+                        key: _imageKey,
+                        fit: BoxFit.contain,
+                      ),
+                      Positioned.fill(
+                        child: TargetOverlay(
+                          targetCenterX: provider.targetCenterX,
+                          targetCenterY: provider.targetCenterY,
+                          targetRadius: provider.targetRadius,
+                          targetType: provider.targetType!,
+                          shots: provider.shots,
+                          showRings: true,
+                          zoomScale: _currentZoomScale,
+                          // L'ajout et la sélection sont gérés par le
+                          // GestureDetector parent ci-dessus.
+                          onShotTapped: (shot) =>
+                              _showShotDetails(context, provider, shot),
+                        ),
+                      ),
+                    ],
+                  ),
+                ),
+              ),
+            ),
+          ),
+        ],
+      ),
+    );
+  }
+
+  void _showShotDetails(
+      BuildContext context,
+      AnalysisProvider provider,
+      Shot shot,
+      ) {
+    showModalBottomSheet(
+      context: context,
+      builder: (context) => Container(
+        padding: const EdgeInsets.all(24),
+        child: Column(
+          mainAxisSize: MainAxisSize.min,
+          children: [
+            Text(
+              'Impact #${provider.shots.indexOf(shot) + 1}',
+              style: const TextStyle(fontWeight: FontWeight.bold, fontSize: 18),
+            ),
+            Text(
+              'ID: ${shot.id}',
+              style: Theme.of(context)
+                  .textTheme
+                  .bodySmall
+                  ?.copyWith(color: Colors.grey, fontSize: 10),
+            ),
+            const SizedBox(height: 16),
+            ListTile(
+              leading: const Icon(Icons.score),
+              title: const Text('Modifier le score'),
+              trailing: DropdownButton<int>(
+                value: shot.score.clamp(0, 10),
+                items: List.generate(11, (index) => index)
+                    .map(
+                      (s) => DropdownMenuItem(
+                    value: s,
+                    child: Text(
+                      '$s',
+                      style: const TextStyle(
+                        fontWeight: FontWeight.bold,
+                        fontSize: 18,
+                      ),
+                    ),
+                  ),
+                )
+                    .toList(),
+                onChanged: (newScore) {
+                  if (newScore != null) {
+                    provider.updateShotScore(shot.id, newScore);
+                    Navigator.pop(context);
+                  }
+                },
+              ),
+            ),
+            const SizedBox(height: 24),
+            Row(
+              children: [
+                Expanded(
+                  child: OutlinedButton.icon(
+                    onPressed: () {
+                      provider.removeShot(shot.id);
+                      Navigator.pop(context);
+                    },
+                    icon: const Icon(Icons.delete, color: Colors.red),
+                    label: const Text(
+                      'SUPPRIMER',
+                      style: TextStyle(color: Colors.red),
+                    ),
+                  ),
+                ),
+              ],
+            ),
+          ],
+        ),
+      ),
+    );
+  }
+}

lib/features/analysis/widgets/grouping_stats.dart

@@ -7,6 +7,7 @@ library;
 import 'package:flutter/material.dart';
 import '../../../core/constants/app_constants.dart';
 import '../../../core/theme/app_theme.dart';
+import '../../../core/widgets/metric_info_button.dart';
 import '../../../services/grouping_analyzer_service.dart';
 
 class GroupingStats extends StatelessWidget {
@@ -43,32 +44,65 @@ class GroupingStats extends StatelessWidget {
                     fontWeight: FontWeight.bold,
                   ),
                 ),
+                const MetricInfoButton(
+                  title: 'Groupement',
+                  explanations: [
+                    MetricExplanation(
+                      'Étalement',
+                      'Distance entre vos deux impacts les plus éloignés, '
+                          'exprimée en % de la largeur de l\'image. Plus c\'est '
+                          'bas, plus le groupement est serré.',
+                    ),
+                    MetricExplanation(
+                      'Dispersion',
+                      'Régularité des impacts autour de leur centre commun '
+                          '(écart-type). Plus c\'est bas, plus vos tirs sont '
+                          'réguliers.',
+                    ),
+                    MetricExplanation(
+                      'Décalage',
+                      'Direction du centre de votre groupement par rapport au '
+                          'centre de la cible (ex. « Droite » = vos tirs sont '
+                          'globalement décalés vers la droite).',
+                    ),
+                    MetricExplanation(
+                      'Étoiles',
+                      'Qualité globale du groupement, de ★ (à améliorer) à '
+                          '★★★★★ (excellent).',
+                    ),
+                  ],
+                ),
                 const Spacer(),
                 _buildQualityBadge(context),
               ],
             ),
             const Divider(),
             Row(
-              mainAxisAlignment: MainAxisAlignment.spaceAround,
               children: [
-                _buildStat(
+                Expanded(
+                  child: _buildStat(
                     context,
-                  'Diametre',
+                    'Étalement',
                     '${(groupingResult.diameter * 100).toStringAsFixed(1)}%',
                     icon: Icons.straighten,
                   ),
-                _buildStat(
+                ),
+                Expanded(
+                  child: _buildStat(
                     context,
                     'Dispersion',
                     '${(groupingResult.standardDeviation * 100).toStringAsFixed(1)}%',
                     icon: Icons.scatter_plot,
                   ),
-                _buildStat(
+                ),
+                Expanded(
+                  child: _buildStat(
                     context,
-                  'Decalage',
+                    'Décalage',
                     offsetDescription,
                     icon: Icons.compare_arrows,
                   ),
+                ),
               ],
             ),
             const SizedBox(height: 12),
@@ -125,12 +159,14 @@ class GroupingStats extends StatelessWidget {
         const SizedBox(height: 4),
         Text(
           value,
+          textAlign: TextAlign.center,
           style: Theme.of(context).textTheme.titleMedium?.copyWith(
             fontWeight: FontWeight.bold,
           ),
         ),
         Text(
           label,
+          textAlign: TextAlign.center,
           style: Theme.of(context).textTheme.bodySmall,
         ),
       ],
@@ -252,22 +288,22 @@ class GroupingStats extends StatelessWidget {
 
   String _getOffsetDescription(double offsetX, double offsetY) {
     if (offsetX.abs() < 0.02 && offsetY.abs() < 0.02) {
-      return 'Centre';
+      return 'Centré';
     }
 
     String vertical = '';
     String horizontal = '';
 
     if (offsetY < -0.02) {
-      vertical = 'H';
+      vertical = 'Haut';
     } else if (offsetY > 0.02) {
-      vertical = 'B';
+      vertical = 'Bas';
     }
 
     if (offsetX < -0.02) {
-      horizontal = 'G';
+      horizontal = 'Gauche';
     } else if (offsetX > 0.02) {
-      horizontal = 'D';
+      horizontal = 'Droite';
     }
 
     if (vertical.isNotEmpty && horizontal.isNotEmpty) {

lib/features/analysis/widgets/score_card.dart

@@ -7,6 +7,7 @@ library;
 import 'package:flutter/material.dart';
 import '../../../core/constants/app_constants.dart';
 import '../../../core/theme/app_theme.dart';
+import '../../../core/widgets/metric_info_button.dart';
 import '../../../data/models/target_type.dart';
 import '../../../services/score_calculator_service.dart';
 
@@ -44,6 +45,31 @@ class ScoreCard extends StatelessWidget {
                     fontWeight: FontWeight.bold,
                   ),
                 ),
+                const Spacer(),
+                MetricInfoButton(
+                  title: 'Score',
+                  explanations: [
+                    MetricExplanation(
+                      'Total',
+                      'Somme des points de tous vos impacts, sur le maximum '
+                          'possible (nombre d\'impacts × $maxScore points).',
+                    ),
+                    const MetricExplanation(
+                      'Impacts',
+                      'Nombre de tirs détectés sur la cible.',
+                    ),
+                    MetricExplanation(
+                      'Moyenne',
+                      'Points marqués en moyenne par impact, sur $maxScore.',
+                    ),
+                    const MetricExplanation(
+                      'Réussite',
+                      'Votre score exprimé en pourcentage du score maximum '
+                          'possible. C\'est une mesure du résultat, pas de la '
+                          'régularité des tirs.',
+                    ),
+                  ],
+                ),
               ],
             ),
             const Divider(),
@@ -67,11 +93,12 @@ class ScoreCard extends StatelessWidget {
                   shotCount > 0
                       ? (totalScore / shotCount).toStringAsFixed(1)
                       : '-',
+                  subtitle: '/ $maxScore',
                 ),
                 if (scoreResult != null)
                   _buildScoreStat(
                     context,
-                    'Pourcentage',
+                    'Réussite',
                     '${scoreResult!.percentage.toStringAsFixed(0)}%',
                   ),
               ],

lib/features/analysis/widgets/target_calibration.dart

@@ -4,7 +4,6 @@
 /// Les anneaux sont répartis proportionnellement.
 library;
 
-import 'dart:math' as math;
 import 'package:flutter/material.dart';
 import '../../../core/theme/app_theme.dart';
 import '../../../data/models/target_type.dart';
@@ -13,16 +12,26 @@ class TargetCalibration extends StatefulWidget {
   final double initialCenterX;
   final double initialCenterY;
   final double initialRadius;
+  final double initialInnerRadius;
   final int initialRingCount;
   final TargetType targetType;
   final List<double>? initialRingRadii;
-  final Function(double centerX, double centerY, double radius, int ringCount, {List<double>? ringRadii}) onCalibrationChanged;
+  final Function(
+      double centerX,
+      double centerY,
+      double innerRadius,
+      double radius,
+      int ringCount, {
+      List<double>? ringRadii,
+      })
+  onCalibrationChanged;
 
   const TargetCalibration({
     super.key,
     required this.initialCenterX,
     required this.initialCenterY,
     required this.initialRadius,
+    required this.initialInnerRadius,
     this.initialRingCount = 10,
     required this.targetType,
     this.initialRingRadii,
@@ -30,18 +39,29 @@ class TargetCalibration extends StatefulWidget {
   });
 
   @override
-  State<TargetCalibration> createState() => _TargetCalibrationState();
+  State<TargetCalibration> createState() => TargetCalibrationState();
 }
 
-class _TargetCalibrationState extends State<TargetCalibration> {
+class TargetCalibrationState extends State<TargetCalibration> {
   late double _centerX;
   late double _centerY;
   late double _radius;
+  late double _innerRadius;
   late int _ringCount;
   late List<double> _ringRadii;
 
+  // Variable dédiée pour piloter la jauge orange sans conflit
+  late double _currentEspacementRatio;
+
   bool _isDraggingCenter = false;
   bool _isDraggingRadius = false;
+  bool _isDraggingInnerRadius = false;
+
+  bool _showEspacement = false;
+  double _baseRadiusBeforeScale = 1.0;
+
+  // SAUVEGARDE CRITIQUE : Pour mémoriser la structure d'origine de l'IA
+  List<double>? _originalRingRadii;
 
   @override
   void initState() {
@@ -49,28 +69,74 @@ class _TargetCalibrationState extends State<TargetCalibration> {
     _centerX = widget.initialCenterX;
     _centerY = widget.initialCenterY;
     _radius = widget.initialRadius;
+    _innerRadius = widget.initialInnerRadius;
     _ringCount = widget.initialRingCount;
+
+    // On mémorise la configuration d'usine de l'image
+    if (widget.initialRingRadii != null) {
+      _originalRingRadii = List.from(widget.initialRingRadii!);
+    }
+
+    // Initialisation du ratio par défaut
+    _currentEspacementRatio = (_radius > 0) ? (_innerRadius / _radius).clamp(0.01, 0.70) : 0.1;
     _initRingRadii();
   }
 
-  void _initRingRadii() {
-    if (widget.initialRingRadii != null && widget.initialRingRadii!.length == _ringCount) {
+  /// Fige et propage la calibration courante vers le provider.
+  ///
+  /// Appelée par l'écran d'analyse (via GlobalKey) juste avant de basculer
+  /// dans l'instance de Plotting, pour garantir que l'état affiché en Plotting
+  /// correspond exactement au dernier réglage validé, sans dépendre d'un
+  /// éventuel rebuild intermédiaire.
+  void commitCalibration() {
+    _notifyChange();
+  }
+
+  void _initRingRadii({bool forceRecalculate = false}) {
+    // CORRECTION : Si on ne recalcule pas activement l'espacement linéaire, on préserve en priorité la structure d'origine
+    if (!forceRecalculate && _originalRingRadii != null && _originalRingRadii!.length == _ringCount) {
+      _ringRadii = List.from(_originalRingRadii!);
+    } else if (!forceRecalculate && widget.initialRingRadii != null && widget.initialRingRadii!.length == _ringCount) {
       _ringRadii = List.from(widget.initialRingRadii!);
     } else {
-      // Initialize with default proportional radii
-      _ringRadii = List.generate(_ringCount, (i) => (i + 1) / _ringCount);
+      _ringRadii = List.generate(_ringCount, (i) {
+        if (_ringCount <= 1) return 1.0;
+        return _currentEspacementRatio + (1.0 - _currentEspacementRatio) * i / (_ringCount - 1);
+      });
     }
   }
 
   @override
   void didUpdateWidget(TargetCalibration oldWidget) {
     super.didUpdateWidget(oldWidget);
+    bool shouldReinit = false;
+
+    if (widget.initialCenterX != oldWidget.initialCenterX && !_isDraggingCenter) {
+      _centerX = widget.initialCenterX;
+    }
+    if (widget.initialCenterY != oldWidget.initialCenterY && !_isDraggingCenter) {
+      _centerY = widget.initialCenterY;
+    }
     if (widget.initialRingCount != oldWidget.initialRingCount) {
       _ringCount = widget.initialRingCount;
-      _initRingRadii();
+      shouldReinit = true;
     }
     if (widget.initialRadius != oldWidget.initialRadius && !_isDraggingRadius) {
       _radius = widget.initialRadius;
+      shouldReinit = true;
+    }
+    if (widget.initialInnerRadius != oldWidget.initialInnerRadius && !_isDraggingInnerRadius) {
+      _innerRadius = widget.initialInnerRadius;
+      _currentEspacementRatio = (_radius > 0) ? (_innerRadius / _radius).clamp(0.01, 0.70) : 0.1;
+      shouldReinit = true;
+    }
+    if (widget.initialRingRadii != oldWidget.initialRingRadii && widget.initialRingRadii != null) {
+      _originalRingRadii = List.from(widget.initialRingRadii!);
+      shouldReinit = true;
+    }
+
+    if (shouldReinit) {
+      _initRingRadii();
     }
   }
 
@@ -80,82 +146,285 @@ class _TargetCalibrationState extends State<TargetCalibration> {
       builder: (context, constraints) {
         final size = constraints.biggest;
 
-        return GestureDetector(
-          onPanStart: (details) => _onPanStart(details, size),
-          onPanUpdate: (details) => _onPanUpdate(details, size),
-          onPanEnd: (_) => _onPanEnd(),
+        return Stack(
+          children: [
+            GestureDetector(
+              onScaleStart: (details) {
+                _baseRadiusBeforeScale = _radius;
+                final tapX = details.localFocalPoint.dx / size.width;
+                final tapY = details.localFocalPoint.dy / size.height;
+                final distToCenter = _distance(tapX, tapY, _centerX, _centerY);
+
+                if (distToCenter < 0.05 || distToCenter < _radius + 0.02) {
+                  setState(() {
+                    _isDraggingCenter = true;
+                  });
+                }
+              },
+              onScaleUpdate: (details) => _onScaleUpdate(details, size),
+              onScaleEnd: (_) => _onScaleEnd(),
               child: CustomPaint(
                 size: size,
                 painter: _CalibrationPainter(
                   centerX: _centerX,
                   centerY: _centerY,
                   radius: _radius,
+                  innerRadius: _innerRadius,
                   ringCount: _ringCount,
                   ringRadii: _ringRadii,
                   targetType: widget.targetType,
                   isDraggingCenter: _isDraggingCenter,
-              isDraggingRadius: _isDraggingRadius,
+                  isDraggingRadius: false,
+                  isDraggingInnerRadius: false,
                 ),
               ),
+            ),
+
+            Positioned(
+              top: 10,
+              left: 40,
+              right: 40,
+              child: Column(
+                mainAxisSize: MainAxisSize.min,
+                children: [
+                  Container(
+                    margin: const EdgeInsets.only(bottom: 8),
+                    padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 2),
+                    decoration: BoxDecoration(
+                      color: Colors.black54,
+                      borderRadius: BorderRadius.circular(20),
+                    ),
+                    child: Row(
+                      mainAxisAlignment: MainAxisAlignment.spaceBetween,
+                      children: [
+                        const Text(
+                          'Options d\'espacement avancées',
+                          style: TextStyle(color: Colors.white70, fontSize: 11, fontWeight: FontWeight.w500),
+                        ),
+                        SizedBox(
+                          height: 28,
+                          child: Switch(
+                            value: _showEspacement,
+                            activeThumbColor: const Color(0xFF00FF00),
+                            onChanged: (bool value) {
+                              setState(() {
+                                _showEspacement = value;
+                                // Quand on désactive l'espacement manuel, on restaure la configuration d'usine !
+                                if (!value) {
+                                  _initRingRadii(forceRecalculate: false);
+                                }
+                              });
+                              _notifyChange();
+                            },
+                          ),
+                        ),
+                      ],
+                    ),
+                  ),
+
+                  // Slider pour la taille (toujours visible)
+                  Container(
+                    padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 4),
+                    decoration: BoxDecoration(
+                      color: Colors.black54,
+                      borderRadius: BorderRadius.circular(20),
+                    ),
+                    child: Row(
+                      children: [
+                        const Text('Taille ', style: TextStyle(color: Colors.white, fontSize: 12, fontWeight: FontWeight.bold)),
+                        const Icon(Icons.zoom_out, color: Colors.white, size: 16),
+                        Expanded(
+                          child: Slider(
+                            // SÉCURITÉ : Ouverture mesurée des bornes pour plus de liberté sans débordement incontrôlé
+                            value: _radius.clamp(0.3, 0.95),
+                            min: 0.3,
+                            max: 0.95,
+                            activeColor: AppTheme.primaryColor,
+                            onChanged: (value) {
+                              setState(() {
+                                _radius = value;
+                                _innerRadius = _radius * _currentEspacementRatio;
+                                // CORRECTION : Si le mode avancé n'est pas coché, on applique la taille pure sans détruire le ratio d'origine
+                                _initRingRadii(forceRecalculate: _showEspacement);
+                              });
+                              _notifyChange();
+                            },
+                          ),
+                        ),
+                        const Icon(Icons.zoom_in, color: Colors.white, size: 16),
+                      ],
+                    ),
+                  ),
+
+                  // Affichage conditionnel du slider d'espacement orange
+                  if (_showEspacement) ...[
+                    const SizedBox(height: 8),
+                    Container(
+                      padding: const EdgeInsets.fromLTRB(16, 4, 4, 4),
+                      decoration: BoxDecoration(
+                        color: Colors.black54,
+                        borderRadius: BorderRadius.circular(20),
+                      ),
+                      child: Row(
+                        children: [
+                          const Text('Espacement ', style: TextStyle(color: Colors.white, fontSize: 12, fontWeight: FontWeight.bold)),
+                          const Icon(Icons.compress, color: Colors.white, size: 16),
+                          Expanded(
+                            child: Row(
+                              children: [
+                                Expanded(
+                                  child: Slider(
+                                    value: _currentEspacementRatio,
+                                    min: 0.01,
+                                    // SÉCURITÉ : Écartement max bridé à 0.70 pour confiner le dernier cercle
+                                    max: 0.70,
+                                    activeColor: Colors.orange,
+                                    onChanged: (value) {
+                                      setState(() {
+                                        _currentEspacementRatio = value;
+                                        _innerRadius = _radius * _currentEspacementRatio;
+                                        _initRingRadii(forceRecalculate: true);
+                                      });
+                                      _notifyChange();
+                                    },
+                                  ),
+                                ),
+                                const Icon(Icons.expand, color: Colors.white, size: 16),
+                              ],
+                            ),
+                          ),
+                          // CORRECTION DU BOUTON RESET : Restaure désormais le vrai profil d'usine de l'IA
+                          IconButton(
+                            icon: const Icon(Icons.refresh, color: Colors.white70, size: 20),
+                            onPressed: () {
+                              setState(() {
+                                if (_originalRingRadii != null) {
+                                  _initRingRadii(forceRecalculate: false);
+                                  if (_ringRadii.isNotEmpty) {
+                                    _currentEspacementRatio = _ringRadii.first;
+                                    _innerRadius = _radius * _currentEspacementRatio;
+                                  }
+                                } else {
+                                  _currentEspacementRatio = 0.1;
+                                  _innerRadius = _radius * _currentEspacementRatio;
+                                  _initRingRadii(forceRecalculate: true);
+                                }
+                              });
+                              _notifyChange();
+                            },
+                            tooltip: 'Réinitialiser l\'espacement',
+                            constraints: const BoxConstraints(),
+                            padding: const EdgeInsets.symmetric(horizontal: 8),
+                          ),
+                        ],
+                      ),
+                    ),
+                  ],
+                ],
+              ),
+            ),
+          ],
         );
       },
     );
   }
 
-  void _onPanStart(DragStartDetails details, Size size) {
-    final tapX = details.localPosition.dx / size.width;
-    final tapY = details.localPosition.dy / size.height;
-
-    // Check if tapping on center handle
-    final distToCenter = _distance(tapX, tapY, _centerX, _centerY);
-
-    // Check if tapping on radius handle (on the right edge of the outermost circle)
-    final minDim = math.min(size.width, size.height);
-    final outerRadius = _radius * (_ringRadii.isNotEmpty ? _ringRadii.last : 1.0);
-    final radiusHandleX = _centerX + outerRadius * minDim / size.width;
-    final radiusHandleY = _centerY;
-    final distToRadiusHandle = _distance(tapX, tapY, radiusHandleX.clamp(0.0, 1.0), radiusHandleY.clamp(0.0, 1.0));
-
-    if (distToCenter < 0.05) {
-      setState(() {
-        _isDraggingCenter = true;
-      });
-    } else if (distToRadiusHandle < 0.05) {
-      setState(() {
-        _isDraggingRadius = true;
-      });
-    } else if (distToCenter < _radius + 0.02) {
-      // Tapping inside the target - move center
-      setState(() {
-        _isDraggingCenter = true;
-      });
-    }
+  Widget buildDirectionalControls(BuildContext context, Size size) {
+    return Container(
+      padding: const EdgeInsets.all(8),
+      decoration: BoxDecoration(
+        color: Colors.black.withValues(alpha: 0.05),
+        borderRadius: BorderRadius.circular(12),
+        border: Border.all(color: Colors.white10),
+      ),
+      child: Row(
+        mainAxisSize: MainAxisSize.min,
+        children: [
+          _buildSignLabel('−'),
+          const SizedBox(width: 12),
+          Column(
+            mainAxisSize: MainAxisSize.min,
+            children: [
+              _buildDirectionButton(Icons.keyboard_arrow_up, () => _moveCenterByPixels(0, -1, size)),
+              Row(
+                mainAxisSize: MainAxisSize.min,
+                children: [
+                  _buildDirectionButton(Icons.keyboard_arrow_left, () => _moveCenterByPixels(-1, 0, size)),
+                  const SizedBox(width: 40),
+                  _buildDirectionButton(Icons.keyboard_arrow_right, () => _moveCenterByPixels(1, 0, size)),
+                ],
+              ),
+              _buildDirectionButton(Icons.keyboard_arrow_down, () => _moveCenterByPixels(0, 1, size)),
+            ],
+          ),
+          const SizedBox(width: 12),
+          _buildSignLabel('+'),
+        ],
+      ),
+    );
   }
 
-  void _onPanUpdate(DragUpdateDetails details, Size size) {
-    final deltaX = details.delta.dx / size.width;
-    final deltaY = details.delta.dy / size.height;
-    final minDim = math.min(size.width, size.height);
+  // Symbole purement décoratif affiché de part et d'autre de la croix.
+  Widget _buildSignLabel(String text) {
+    return Text(
+      text,
+      style: const TextStyle(color: Colors.white54, fontSize: 28, fontWeight: FontWeight.bold),
+    );
+  }
 
+  Widget _buildDirectionButton(IconData icon, VoidCallback onPressed) {
+    return Container(
+      decoration: BoxDecoration(color: Colors.black87, borderRadius: BorderRadius.circular(8)),
+      margin: const EdgeInsets.all(2),
+      child: IconButton(
+        icon: Icon(icon, color: Colors.white, size: 28),
+        onPressed: onPressed,
+        padding: EdgeInsets.zero,
+        constraints: const BoxConstraints(minWidth: 40, minHeight: 40),
+      ),
+    );
+  }
+
+  void _notifyChange() {
+    widget.onCalibrationChanged(
+      _centerX,
+      _centerY,
+      _innerRadius,
+      _radius,
+      _ringCount,
+      ringRadii: _ringRadii,
+    );
+  }
+
+  void _moveCenterByPixels(double dx, double dy, Size size) {
     setState(() {
-      if (_isDraggingCenter) {
-        // Move center
+      _centerX = _centerX + (dx / size.width);
+      _centerY = _centerY + (dy / size.height);
+    });
+    _notifyChange();
+  }
+
+  void _onScaleUpdate(ScaleUpdateDetails details, Size size) {
+    setState(() {
+      if (details.pointerCount == 2) {
+        _radius = (_baseRadiusBeforeScale * details.scale).clamp(0.3, 0.95);
+        _innerRadius = _radius * _currentEspacementRatio;
+        _initRingRadii(forceRecalculate: _showEspacement);
+      } else if (_isDraggingCenter) {
+        final deltaX = details.focalPointDelta.dx / size.width;
+        final deltaY = details.focalPointDelta.dy / size.height;
         _centerX = _centerX + deltaX;
         _centerY = _centerY + deltaY;
-      } else if (_isDraggingRadius) {
-        // Adjust outer radius (scales all rings proportionally)
-        final newRadius = _radius + deltaX * (size.width / minDim);
-        _radius = newRadius.clamp(0.05, 3.0);
       }
     });
-
-    widget.onCalibrationChanged(_centerX, _centerY, _radius, _ringCount, ringRadii: _ringRadii);
+    _notifyChange();
   }
 
-  void _onPanEnd() {
+  void _onScaleEnd() {
     setState(() {
       _isDraggingCenter = false;
       _isDraggingRadius = false;
+      _isDraggingInnerRadius = false;
     });
   }
 
@@ -170,21 +439,25 @@ class _CalibrationPainter extends CustomPainter {
   final double centerX;
   final double centerY;
   final double radius;
+  final double innerRadius;
   final int ringCount;
   final List<double> ringRadii;
   final TargetType targetType;
   final bool isDraggingCenter;
   final bool isDraggingRadius;
+  final bool isDraggingInnerRadius;
 
   _CalibrationPainter({
     required this.centerX,
     required this.centerY,
     required this.radius,
+    required this.innerRadius,
     required this.ringCount,
     required this.ringRadii,
     required this.targetType,
     required this.isDraggingCenter,
     required this.isDraggingRadius,
+    required this.isDraggingInnerRadius,
   });
 
   @override
@@ -199,18 +472,17 @@ class _CalibrationPainter extends CustomPainter {
       _drawSilhouetteZones(canvas, size, centerPx, baseRadiusPx);
     }
 
-    // Draw center handle
+    if (isDraggingCenter) {
+      final crosshairLinePaint = Paint()..color = Colors.red.withValues(alpha: 0.5)..strokeWidth = 1;
+      canvas.drawLine(Offset(0, centerPx.dy), Offset(size.width, centerPx.dy), crosshairLinePaint);
+      canvas.drawLine(Offset(centerPx.dx, 0), Offset(centerPx.dx, size.height), crosshairLinePaint);
+    }
+
     _drawCenterHandle(canvas, centerPx);
-
-    // Draw radius handle (for outer ring)
-    _drawRadiusHandle(canvas, size, centerPx, baseRadiusPx);
-
-    // Draw instructions
     _drawInstructions(canvas, size);
   }
 
   void _drawConcentricZones(Canvas canvas, Size size, Offset center, double baseRadius) {
-    // Generate colors for zones
     List<Color> zoneColors = [];
     for (int i = 0; i < ringCount; i++) {
       final ratio = i / ringCount;
@@ -231,9 +503,8 @@ class _CalibrationPainter extends CustomPainter {
     final strokePaint = Paint()
       ..style = PaintingStyle.stroke
       ..strokeWidth = 1
-      ..color = Colors.white.withValues(alpha: 0.6);
+      ..color = Colors.red.withValues(alpha: 0.8);
 
-    // Draw from outside to inside
     for (int i = ringCount - 1; i >= 0; i--) {
       final ringRadius = ringRadii.length > i ? ringRadii[i] : (i + 1) / ringCount;
       final zoneRadius = baseRadius * ringRadius;
@@ -243,22 +514,14 @@ class _CalibrationPainter extends CustomPainter {
       canvas.drawCircle(center, zoneRadius, strokePaint);
     }
 
-    // Draw zone labels (only if within visible area)
-    final textPainter = TextPainter(
-      textDirection: TextDirection.ltr,
-    );
+    final textPainter = TextPainter(textDirection: TextDirection.ltr);
 
     for (int i = 0; i < ringCount; i++) {
       final ringRadius = ringRadii.length > i ? ringRadii[i] : (i + 1) / ringCount;
-      final prevRingRadius = i > 0
-          ? (ringRadii.length > i - 1 ? ringRadii[i - 1] : i / ringCount)
-          : 0.0;
-      final zoneRadius = baseRadius * (ringRadius + prevRingRadius) / 2;
+      final textSpanRatio = i > 0 ? (ringRadii.length > i - 1 ? ringRadii[i - 1] : i / ringCount) : 0.0;
+      final zoneRadius = baseRadius * (ringRadius + textSpanRatio) / 2;
 
-      // Score: center = 10, decrement by 1 for each ring
       final score = 10 - i;
-
-      // Only draw label if it's within the visible area
       final labelX = center.dx + zoneRadius;
       if (labelX < 0 || labelX > size.width) continue;
 
@@ -268,14 +531,11 @@ class _CalibrationPainter extends CustomPainter {
           color: Colors.white.withValues(alpha: 0.9),
           fontSize: 12,
           fontWeight: FontWeight.bold,
-          shadows: const [
-            Shadow(color: Colors.black, blurRadius: 2),
-          ],
+          shadows: const [Shadow(color: Colors.black, blurRadius: 2)],
         ),
       );
       textPainter.layout();
 
-      // Draw label on the right side of each zone
       final labelY = center.dy - textPainter.height / 2;
       if (labelY >= 0 && labelY <= size.height) {
         textPainter.paint(canvas, Offset(labelX - textPainter.width / 2, labelY));
@@ -284,143 +544,49 @@ class _CalibrationPainter extends CustomPainter {
   }
 
   void _drawSilhouetteZones(Canvas canvas, Size size, Offset center, double radius) {
-    // Simplified silhouette zones
     final paint = Paint()..style = PaintingStyle.stroke..strokeWidth = 2;
-
-    // Draw silhouette outline (simplified as rectangle for now)
     final silhouetteWidth = radius * 0.8;
     final silhouetteHeight = radius * 2;
 
     paint.color = Colors.green.withValues(alpha: 0.5);
-    canvas.drawRect(
-      Rect.fromCenter(center: center, width: silhouetteWidth, height: silhouetteHeight),
-      paint,
-    );
+    canvas.drawRect(Rect.fromCenter(center: center, width: silhouetteWidth, height: silhouetteHeight), paint);
   }
 
   void _drawCenterHandle(Canvas canvas, Offset center) {
-    // Outer circle
-    final outerPaint = Paint()
-      ..color = isDraggingCenter ? AppTheme.successColor : AppTheme.primaryColor
-      ..style = PaintingStyle.stroke
-      ..strokeWidth = 3;
+    final outerPaint = Paint()..color = isDraggingCenter ? Colors.redAccent : Colors.red..style = PaintingStyle.stroke..strokeWidth = 3;
     canvas.drawCircle(center, 15, outerPaint);
 
-    // Inner dot
-    final innerPaint = Paint()
-      ..color = isDraggingCenter ? AppTheme.successColor : AppTheme.primaryColor
-      ..style = PaintingStyle.fill;
+    final innerPaint = Paint()..color = isDraggingCenter ? Colors.redAccent : Colors.red..style = PaintingStyle.fill;
     canvas.drawCircle(center, 5, innerPaint);
 
-    // Crosshair
-    final crossPaint = Paint()
-      ..color = isDraggingCenter ? AppTheme.successColor : AppTheme.primaryColor
-      ..strokeWidth = 2;
+    final crossPaint = Paint()..color = isDraggingCenter ? Colors.redAccent : Colors.red..strokeWidth = 2;
     canvas.drawLine(Offset(center.dx - 20, center.dy), Offset(center.dx - 8, center.dy), crossPaint);
     canvas.drawLine(Offset(center.dx + 8, center.dy), Offset(center.dx + 20, center.dy), crossPaint);
     canvas.drawLine(Offset(center.dx, center.dy - 20), Offset(center.dx, center.dy - 8), crossPaint);
-    canvas.drawLine(Offset(center.dx, center.dy + 8), Offset(center.dx, center.dy + 20), crossPaint);
-  }
-
-  void _drawRadiusHandle(Canvas canvas, Size size, Offset center, double baseRadius) {
-    // Radius handle on the right edge of the outermost ring
-    final outerRingRadius = ringRadii.isNotEmpty ? ringRadii.last : 1.0;
-    final actualRadius = baseRadius * outerRingRadius;
-    final actualHandleX = center.dx + actualRadius;
-    final clampedHandleX = actualHandleX.clamp(20.0, size.width - 20);
-    final clampedHandleY = center.dy.clamp(20.0, size.height - 20);
-    final handlePos = Offset(clampedHandleX, clampedHandleY);
-
-    // Check if handle is clamped (radius extends beyond visible area)
-    final isClamped = actualHandleX > size.width - 20;
-
-    final paint = Paint()
-      ..color = isDraggingRadius
-          ? AppTheme.successColor
-          : (isClamped ? Colors.orange : AppTheme.warningColor)
-      ..style = PaintingStyle.fill;
-
-    // Draw handle as a small circle with arrows
-    canvas.drawCircle(handlePos, 14, paint);
-
-    // Draw arrow indicators
-    final arrowPaint = Paint()
-      ..color = Colors.white
-      ..strokeWidth = 2
-      ..style = PaintingStyle.stroke;
-
-    // Left arrow
-    canvas.drawLine(
-      Offset(handlePos.dx - 4, handlePos.dy),
-      Offset(handlePos.dx - 8, handlePos.dy - 4),
-      arrowPaint,
-    );
-    canvas.drawLine(
-      Offset(handlePos.dx - 4, handlePos.dy),
-      Offset(handlePos.dx - 8, handlePos.dy + 4),
-      arrowPaint,
-    );
-
-    // Right arrow
-    canvas.drawLine(
-      Offset(handlePos.dx + 4, handlePos.dy),
-      Offset(handlePos.dx + 8, handlePos.dy - 4),
-      arrowPaint,
-    );
-    canvas.drawLine(
-      Offset(handlePos.dx + 4, handlePos.dy),
-      Offset(handlePos.dx + 8, handlePos.dy + 4),
-      arrowPaint,
-    );
-
-    // Label
-    final textPainter = TextPainter(
-      text: const TextSpan(
-        text: 'RAYON',
-        style: TextStyle(
-          color: Colors.white,
-          fontSize: 8,
-          fontWeight: FontWeight.bold,
-        ),
-      ),
-      textDirection: TextDirection.ltr,
-    );
-    textPainter.layout();
-    textPainter.paint(
-      canvas,
-      Offset(handlePos.dx - textPainter.width / 2, handlePos.dy + 16),
-    );
+    canvas.drawLine(Offset(center.dx, center.dy + 4), Offset(center.dx, center.dy + 20), crossPaint);
   }
 
   void _drawInstructions(Canvas canvas, Size size) {
     const instruction = 'Deplacez le centre ou ajustez le rayon';
-
     final textPainter = TextPainter(
-      text: TextSpan(
-        text: instruction,
-        style: TextStyle(
-          color: Colors.white.withValues(alpha: 0.9),
-          fontSize: 12,
-          backgroundColor: Colors.black54,
-        ),
-      ),
+      text: TextSpan(text: instruction, style: TextStyle(color: Colors.white.withValues(alpha: 0.9), fontSize: 12, backgroundColor: Colors.black54)),
       textDirection: TextDirection.ltr,
     );
     textPainter.layout();
-    textPainter.paint(
-      canvas,
-      Offset((size.width - textPainter.width) / 2, size.height - 30),
-    );
+    textPainter.paint(canvas, Offset((size.width - textPainter.width) / 2, size.height - 30));
   }
 
   @override
-  bool shouldRepaint(covariant _CalibrationPainter oldDelegate) {
+  bool shouldRepaint(CustomPainter oldDelegate) {
+    if (oldDelegate is! _CalibrationPainter) return true;
     return centerX != oldDelegate.centerX ||
         centerY != oldDelegate.centerY ||
         radius != oldDelegate.radius ||
+        innerRadius != oldDelegate.innerRadius ||
         ringCount != oldDelegate.ringCount ||
         isDraggingCenter != oldDelegate.isDraggingCenter ||
         isDraggingRadius != oldDelegate.isDraggingRadius ||
+        isDraggingInnerRadius != oldDelegate.isDraggingInnerRadius ||
         ringRadii != oldDelegate.ringRadii;
   }
 }

lib/features/analysis/widgets/target_overlay.dart

@@ -1,8 +1,9 @@
 /// Overlay visuel de la cible.
 ///
 /// Dessine les anneaux de la cible, les impacts détectés, le cercle de groupement
-/// et les impacts de référence. Gère les interactions tactiles pour l'ajout
-/// d'impacts et la sélection d'impacts existants.
+/// et les impacts de référence. Gère uniquement la SÉLECTION d'impacts existants
+/// (tap sur un impact). L'AJOUT d'un impact est délégué à l'écran parent pour
+/// éviter tout conflit de gestes avec le zoom/pan de l'InteractiveViewer.
 library;
 
 import 'package:flutter/material.dart';
@@ -25,6 +26,7 @@ class TargetOverlay extends StatelessWidget {
   final double? groupingDiameter;
   final List<Shot>? referenceImpacts;
   final double zoomScale;
+  final bool showRings;
 
   const TargetOverlay({
     super.key,
@@ -42,22 +44,22 @@ class TargetOverlay extends StatelessWidget {
     this.groupingDiameter,
     this.referenceImpacts,
     this.zoomScale = 1.0,
+    this.showRings = false,
   });
 
   @override
   Widget build(BuildContext context) {
-    return LayoutBuilder(
-      builder: (context, constraints) {
-        return GestureDetector(
-          behavior: HitTestBehavior.translucent,
-          onTapUp: (details) {
-            if (onAddShot != null) {
-              // Utiliser les constraints pour un calcul précis
-              final relX = details.localPosition.dx / constraints.maxWidth;
-              final relY = details.localPosition.dy / constraints.maxHeight;
-              onAddShot!(relX, relY);
-            }
-          },
+    // IMPORTANT : plus de GestureDetector global ici.
+    // L'ancien GestureDetector (onTapUp couvrant toute la surface, en
+    // HitTestBehavior.translucent) volait les pointeurs au pinch de
+    // l'InteractiveViewer parent et rendait le zoom capricieux.
+    //
+    // Désormais :
+    //  - L'AJOUT d'impact est géré par le GestureDetector parent (analysis_screen).
+    //  - Seule la SÉLECTION d'un impact existant est gérée ici, via des petites
+    //    zones de tap localisées (deferToChild) placées sur chaque impact.
+    return IgnorePointer(
+      ignoring: false,
       child: CustomPaint(
         painter: _TargetOverlayPainter(
           shots: shots,
@@ -72,49 +74,44 @@ class TargetOverlay extends StatelessWidget {
           groupingDiameter: groupingDiameter,
           referenceImpacts: referenceImpacts,
           zoomScale: zoomScale,
+          showRings: showRings,
         ),
-            child: Stack(
-              children: shots.map((shot) {
-                return Positioned(
-                  left: 0,
-                  top: 0,
-                  right: 0,
-                  bottom: 0,
         child: LayoutBuilder(
-                    builder: (context, innerConstraints) {
-                      final x = shot.x * innerConstraints.maxWidth;
-                      final y = shot.y * innerConstraints.maxHeight;
-                      // Zone de tap qui s'adapte au zoom (taille fixe à l'écran)
+          builder: (context, constraints) {
+            return Stack(
+              children: shots.map((shot) {
+                final x = shot.x * constraints.maxWidth;
+                final y = shot.y * constraints.maxHeight;
+                // Zone de tap qui reste constante à l'écran malgré le zoom.
                 final tapSize = 30 / zoomScale;
                 final halfTapSize = tapSize / 2;
-                      return Stack(
-                        children: [
-                          Positioned(
+                return Positioned(
                   left: x - halfTapSize,
                   top: y - halfTapSize,
                   child: GestureDetector(
-                              behavior: HitTestBehavior.translucent,
+                    // deferToChild : ne capte le toucher QUE sur la zone du
+                    // Container (un cercle opaque au hit-test), pas ailleurs.
+                    // Le reste de la surface reste donc disponible pour le
+                    // pinch/pan de l'InteractiveViewer.
+                    behavior: HitTestBehavior.deferToChild,
                     onTap: () => onShotTapped?.call(shot),
                     child: Container(
                       width: tapSize,
                       height: tapSize,
                       decoration: const BoxDecoration(
-                                  color: Colors.transparent,
+                        // Opaque pour le hit-test (couleur transparente visuellement
+                        // mais non nulle), pour que le tap soit bien capté ici.
+                        color: Color(0x01000000),
                         shape: BoxShape.circle,
                       ),
                     ),
                   ),
-                          ),
-                        ],
-                      );
-                    },
-                  ),
                 );
               }).toList(),
-            ),
-          ),
             );
           },
+        ),
+      ),
     );
   }
 }
@@ -132,6 +129,7 @@ class _TargetOverlayPainter extends CustomPainter {
   final double? groupingDiameter;
   final List<Shot>? referenceImpacts;
   final double zoomScale;
+  final bool showRings;
 
   _TargetOverlayPainter({
     required this.shots,
@@ -146,12 +144,15 @@ class _TargetOverlayPainter extends CustomPainter {
     this.groupingDiameter,
     this.referenceImpacts,
     this.zoomScale = 1.0,
+    this.showRings = false,
   });
 
   @override
   void paint(Canvas canvas, Size size) {
     // Draw target center indicator
+    if (showRings) {
       _drawTargetCenter(canvas, size);
+    }
 
     // Draw grouping circle
     if (groupingCenterX != null && groupingCenterY != null && groupingDiameter != null && shots.length > 1) {
@@ -285,16 +286,17 @@ class _TargetOverlayPainter extends CustomPainter {
     final strokeWidth = 3 / zoomScale;
     final fontSize = 10 / zoomScale;
 
-    // Draw outer circle (white outline for visibility)
+    // Draw outer circle (white outline for visibility) — gardé OPAQUE pour
+    // bien repérer le centre même quand le remplissage est transparent.
     final outlinePaint = Paint()
       ..color = AppTheme.impactOutlineColor
       ..style = PaintingStyle.stroke
       ..strokeWidth = strokeWidth;
     canvas.drawCircle(Offset(x, y), outerRadius, outlinePaint);
 
-    // Draw impact marker
+    // Draw impact marker — TRANSPARENCE 30% pour voir l'impact réel derrière
     final impactPaint = Paint()
-      ..color = AppTheme.impactColor
+      ..color = AppTheme.impactColor.withValues(alpha: 0.3)
       ..style = PaintingStyle.fill;
     canvas.drawCircle(Offset(x, y), innerRadius, impactPaint);
 
@@ -371,6 +373,7 @@ class _TargetOverlayPainter extends CustomPainter {
         groupingCenterY != oldDelegate.groupingCenterY ||
         groupingDiameter != oldDelegate.groupingDiameter ||
         referenceImpacts != oldDelegate.referenceImpacts ||
-        zoomScale != oldDelegate.zoomScale;
+        zoomScale != oldDelegate.zoomScale ||
+        showRings != oldDelegate.showRings;
   }
 }

lib/features/crop/crop_screen.dart

@@ -1,13 +1,7 @@
-/// Écran de recadrage d'image en format carré (1:1).
-///
-/// Permet à l'utilisateur de déplacer et zoomer l'image pour sélectionner
-/// la zone à recadrer. Le carré de recadrage est fixe au centre de l'écran.
-library;
-
 import 'dart:io';
 import 'dart:math' as math;
-import 'dart:ui' as ui;
 import 'package:flutter/material.dart';
+
 import '../../core/theme/app_theme.dart';
 import '../../data/models/target_type.dart';
 import '../../services/image_crop_service.dart';
@@ -17,11 +11,15 @@ import 'widgets/crop_overlay.dart';
 class CropScreen extends StatefulWidget {
   final String imagePath;
   final TargetType targetType;
+  final double? initialScale;
+  final Offset? initialOffset;
 
   const CropScreen({
     super.key,
     required this.imagePath,
     required this.targetType,
+    this.initialScale,
+    this.initialOffset,
   });
 
   @override
@@ -31,118 +29,257 @@ class CropScreen extends StatefulWidget {
 class _CropScreenState extends State<CropScreen> {
   final ImageCropService _cropService = ImageCropService();
 
+  // États de transformation
+  double _scale = 1.0;
+  double _baseScale = 1.0;
+  Offset _offset = Offset.zero;
+  Offset _startOffset = Offset.zero;
+  Offset _startFocalPoint = Offset.zero;
+
+  // PRÉCISION MAXIMUM : Amplitude restreinte de -15.0 à 15.0 degrés
+  double _rotation = 0.0;
+
   bool _isLoading = false;
   bool _imageLoaded = false;
   Size? _imageSize;
-
-  // Position et échelle de l'image
-  Offset _offset = Offset.zero;
-  double _scale = 1.0;
-  double _baseScale = 1.0;
-  Offset _startFocalPoint = Offset.zero;
-  Offset _startOffset = Offset.zero;
-
-  // Dimensions calculées
-  double _cropSize = 0;
-  Size _viewportSize = Size.zero;
+  late Size _viewportSize;
+  late double _cropSize;
 
   @override
   void initState() {
     super.initState();
-    _loadImageDimensions();
+    _loadImageInfo();
   }
 
-  Future<void> _loadImageDimensions() async {
+  Future<void> _loadImageInfo() async {
     final file = File(widget.imagePath);
-    final bytes = await file.readAsBytes();
-    final codec = await ui.instantiateImageCodec(bytes);
-    final frame = await codec.getNextFrame();
-
+    final decodedImage = await decodeImageFromList(await file.readAsBytes());
+    if (mounted) {
       setState(() {
         _imageSize = Size(
-        frame.image.width.toDouble(),
-        frame.image.height.toDouble(),
+          decodedImage.width.toDouble(),
+          decodedImage.height.toDouble(),
         );
         _imageLoaded = true;
       });
     }
+  }
 
   @override
   Widget build(BuildContext context) {
     return Scaffold(
-      backgroundColor: Colors.black,
+      backgroundColor: const Color(0xFF101214),
       appBar: AppBar(
-        backgroundColor: Colors.black,
-        foregroundColor: Colors.white,
-        title: const Text('Recadrer'),
+        backgroundColor: const Color(0xFF101214),
+        elevation: 0,
+        centerTitle: true,
+        title: const Text(
+          'Centrage de la cible',
+          style: TextStyle(color: Colors.white, fontSize: 18),
+        ),
         leading: IconButton(
-          icon: const Icon(Icons.close),
+          icon: const Icon(Icons.arrow_back, color: Colors.white),
           onPressed: () => Navigator.pop(context),
         ),
         actions: [
-          if (!_isLoading)
+          if (_rotation != 0.0 || _scale != 1.0 || _offset != Offset.zero)
             IconButton(
-              icon: const Icon(Icons.check),
-              onPressed: _onCropConfirm,
+              icon: const Icon(Icons.refresh, color: Colors.white70),
+              tooltip: 'Réinitialiser l\'orientation',
+              onPressed: () {
+                setState(() {
+                  _rotation = 0.0;
+                  _scale = 1.0;
+                  _offset = Offset.zero;
+                  _initializeImagePosition();
+                });
+              },
             ),
         ],
       ),
-      body: _buildBody(),
-    );
-  }
-
-  Widget _buildBody() {
-    if (!_imageLoaded || _imageSize == null) {
-      return const Center(
-        child: CircularProgressIndicator(color: Colors.white),
-      );
-    }
-
-    if (_isLoading) {
-      return Center(
+      body: _isLoading
+          ? const Center(child: CircularProgressIndicator(color: Color(0xFF1A73E8)))
+          : Column(
+        children: [
+          // TEXTE D'AIDE — placé en haut, sous le titre, au-dessus de l'image.
+          Padding(
+            padding: const EdgeInsets.fromLTRB(20, 12, 20, 4),
             child: Column(
+              children: [
+                Row(
                   mainAxisAlignment: MainAxisAlignment.center,
                   children: [
-            const CircularProgressIndicator(color: Colors.white),
-            const SizedBox(height: 16),
+                    const Icon(Icons.center_focus_strong, color: Color(0xFF00FF00), size: 20),
+                    const SizedBox(width: 8),
+                    Flexible(
+                      child: Text(
+                        'Alignez et pivotez la cible sur la croix',
+                        style: TextStyle(color: Colors.white.withOpacity(0.8), fontSize: 14, fontWeight: FontWeight.w500),
+                      ),
+                    ),
+                  ],
+                ),
+                const SizedBox(height: 4),
                 Text(
-              'Recadrage en cours...',
-              style: TextStyle(color: Colors.white.withValues(alpha: 0.8)),
+                  'Glissez à un doigt pour déplacer, pincez pour zoomer',
+                  style: TextStyle(color: Colors.white.withOpacity(0.5), fontSize: 12),
+                ),
+              ],
+            ),
+          ),
+
+          // Zone interactive de crop, CARRÉE. La photo la remplit entièrement
+          // (BoxFit.cover) → aucun bord noir dans la zone. Le débord hors cadre
+          // est récupérable en déplaçant/zoomant. La sortie d'analyse reste
+          // carrée, donc la cible n'est pas déformée.
+          Expanded(
+            child: Padding(
+              padding: const EdgeInsets.all(20),
+              child: Center(
+                child: AspectRatio(
+                  aspectRatio: 1.0,
+                  child: Container(
+                    decoration: BoxDecoration(
+                      borderRadius: BorderRadius.circular(12),
+                      border: Border.all(color: Colors.white10),
+                    ),
+                    child: ClipRRect(
+                      borderRadius: BorderRadius.circular(12),
+                      child: _imageLoaded ? _buildInteractiveCrop() : const Center(child: CircularProgressIndicator()),
+                    ),
+                  ),
+                ),
+              ),
+            ),
+          ),
+
+          const SizedBox(height: 8),
+
+          // CROIX DIRECTIONNELLE — déplace la photo pixel par pixel.
+          _buildDirectionalPad(),
+
+          const SizedBox(height: 16),
+
+          // JAUGE DE ROTATION HAUTE PRÉCISION BRIDÉE À 15°
+          Padding(
+            padding: const EdgeInsets.symmetric(horizontal: 24),
+            child: Column(
+              children: [
+                Row(
+                  mainAxisAlignment: MainAxisAlignment.spaceBetween,
+                  children: [
+                    const Text(
+                      'Rotation de l\'image',
+                      style: TextStyle(color: Colors.white70, fontSize: 13, fontWeight: FontWeight.w600),
+                    ),
+                    Text(
+                      '${_rotation.toStringAsFixed(1)}°',
+                      style: const TextStyle(color: Color(0xFF00FF00), fontWeight: FontWeight.bold),
+                    ),
+                  ],
+                ),
+                Row(
+                  children: [
+                    const Icon(Icons.rotate_left, color: Colors.white38, size: 20),
+                    Expanded(
+                      child: Slider(
+                        value: _rotation,
+                        min: -15.0,
+                        max: 15.0,
+                        divisions: 300,
+                        label: '${_rotation.toStringAsFixed(1)}°',
+                        activeColor: const Color(0xFF1A73E8),
+                        inactiveColor: Colors.white12,
+                        onChanged: (double value) {
+                          setState(() {
+                            _rotation = value;
+                          });
+                        },
+                      ),
+                    ),
+                    const Icon(Icons.rotate_right, color: Colors.white38, size: 20),
+                    const SizedBox(width: 4),
+                    IconButton(
+                      icon: const Icon(Icons.restart_alt, color: Colors.white54, size: 20),
+                      onPressed: () {
+                        setState(() {
+                          _rotation = 0.0;
+                        });
+                      },
+                    ),
+                  ],
+                ),
+              ],
+            ),
+          ),
+
+          // Boutons du bas
+          Padding(
+            padding: const EdgeInsets.fromLTRB(20, 10, 20, 30),
+            child: Row(
+              children: [
+                Expanded(
+                  child: OutlinedButton(
+                    onPressed: () => Navigator.pop(context),
+                    style: OutlinedButton.styleFrom(
+                      side: const BorderSide(color: Colors.white24),
+                      padding: const EdgeInsets.symmetric(vertical: 15),
+                      shape: RoundedRectangleBorder(borderRadius: BorderRadius.circular(8)),
+                    ),
+                    child: const Text('Retour', style: TextStyle(color: Colors.white)),
+                  ),
+                ),
+                const SizedBox(width: 16),
+                Expanded(
+                  child: ElevatedButton(
+                    onPressed: _onCropConfirm,
+                    style: ElevatedButton.styleFrom(
+                      backgroundColor: const Color(0xFF1A73E8),
+                      foregroundColor: Colors.white,
+                      padding: const EdgeInsets.symmetric(vertical: 15),
+                      shape: RoundedRectangleBorder(borderRadius: BorderRadius.circular(8)),
+                    ),
+                    child: const Text('Suivant', style: TextStyle(fontWeight: FontWeight.bold)),
+                  ),
+                ),
+              ],
+            ),
           ),
         ],
       ),
     );
   }
 
+  Widget _buildInteractiveCrop() {
     return LayoutBuilder(
       builder: (context, constraints) {
         _viewportSize = Size(constraints.maxWidth, constraints.maxHeight);
 
-        // Taille du carré de crop (90% de la plus petite dimension)
-        _cropSize = math.min(constraints.maxWidth, constraints.maxHeight) * 0.85;
+        // La photo remplit toute la zone carrée (BoxFit.cover). La fenêtre de
+        // visée = toute la zone visible → aucun bord noir autour du cadre.
+        _cropSize = math.min(_viewportSize.width, _viewportSize.height);
 
-        // Calculer l'échelle initiale si pas encore fait
-        if (_scale == 1.0 && _offset == Offset.zero) {
+        if (_scale == 1.0 && _offset == Offset.zero && _rotation == 0.0) {
           _initializeImagePosition();
         }
 
         return GestureDetector(
           onScaleStart: _onScaleStart,
           onScaleUpdate: _onScaleUpdate,
-          onScaleEnd: _onScaleEnd,
           child: Stack(
             children: [
-              // Image transformée
+              // 1. L'image brute avec ses transformations (Reste calé sur BoxFit.contain d'origine)
               Positioned.fill(
                 child: Center(
                   child: Transform(
                     transform: Matrix4.identity()
                       ..setTranslationRaw(_offset.dx, _offset.dy, 0)
-                      ..scale(_scale, _scale, 1.0),
+                      ..scale(_scale, _scale)
+                      ..rotateZ(_rotation * (math.pi / 180)),
                     alignment: Alignment.center,
                     child: Image.file(
                       File(widget.imagePath),
-                      fit: BoxFit.contain,
+                      fit: BoxFit.cover,
                       width: _viewportSize.width,
                       height: _viewportSize.height,
                     ),
@@ -150,22 +287,58 @@ class _CropScreenState extends State<CropScreen> {
                 ),
               ),
 
-              // Overlay de recadrage
+              // 2. Les lignes vertes de visée prolongées
               Positioned.fill(
                 child: IgnorePointer(
-                  child: CropOverlay(
-                    cropSize: _cropSize,
-                    showGrid: true,
+                  child: Stack(
+                    children: [
+                      Center(
+                        child: Container(
+                          width: double.infinity,
+                          height: 1.5,
+                          color: const Color(0xFF00FF00).withOpacity(0.6),
+                        ),
+                      ),
+                      Center(
+                        child: Container(
+                          width: 1.5,
+                          height: double.infinity,
+                          color: const Color(0xFF00FF00).withOpacity(0.6),
+                        ),
+                      ),
+                    ],
                   ),
                 ),
               ),
 
-              // Instructions en bas
-              Positioned(
-                left: 0,
-                right: 0,
-                bottom: 24,
-                child: _buildInstructions(),
+              // 3. MASQUE OPAQUE EXTÉRIEUR - COINS DROITS ET CARRÉS
+              Positioned.fill(
+                child: IgnorePointer(
+                  child: ColorFiltered(
+                    colorFilter: ColorFilter.mode(
+                      const Color(0xFF101214),
+                      BlendMode.srcOut,
+                    ),
+                    child: Stack(
+                      children: [
+                        Center(
+                          child: Container(
+                            width: _cropSize,
+                            height: _cropSize,
+                            color: Colors.black,
+                          ),
+                        ),
+                      ],
+                    ),
+                  ),
+                ),
+              ),
+
+              // 4. Ton overlay avec les coins blancs
+              Positioned.fill(
+                child: IgnorePointer(
+                  child: CropOverlay(cropSize: _cropSize, showGrid: false),
+                ),
               ),
             ],
           ),
@@ -177,25 +350,71 @@ class _CropScreenState extends State<CropScreen> {
   void _initializeImagePosition() {
     if (_imageSize == null) return;
 
-    final imageAspect = _imageSize!.width / _imageSize!.height;
-    final viewportAspect = _viewportSize.width / _viewportSize.height;
+    // 2. Calcul du scale initial basé sur la dimension de l'image (et non du viewport)
+    _scale = widget.initialScale ?? 1.0;
+    if (_scale < 1.0 && widget.initialScale == null) _scale = 1.0;
 
-    // Calculer la taille de l'image affichée (avec BoxFit.contain)
-    double displayWidth, displayHeight;
-    if (imageAspect > viewportAspect) {
-      displayWidth = _viewportSize.width;
-      displayHeight = _viewportSize.width / imageAspect;
+    // 3. Réinitialisation propre de l'offset au centre de la zone d'affichage
+    if (widget.initialOffset != null) {
+      _offset = widget.initialOffset!;
     } else {
-      displayHeight = _viewportSize.height;
-      displayWidth = _viewportSize.height * imageAspect;
+      _offset = Offset.zero; // Force l'image à se centrer parfaitement sur la croix verte
+    }
   }
 
-    // Échelle pour que le plus petit côté de l'image remplisse le carré de crop
-    final minDisplayDim = math.min(displayWidth, displayHeight);
-    _scale = _cropSize / minDisplayDim;
+  // Croix directionnelle compacte pour déplacer la photo pixel par pixel.
+  // Les symboles « − » et « + » de part et d'autre sont purement décoratifs.
+  Widget _buildDirectionalPad() {
+    return Row(
+      mainAxisAlignment: MainAxisAlignment.center,
+      children: [
+        _buildCropSignLabel('−'),
+        const SizedBox(width: 10),
+        Column(
+          mainAxisSize: MainAxisSize.min,
+          children: [
+            _buildCropDirButton(Icons.keyboard_arrow_up, () => _nudge(0, -1)),
+            Row(
+              mainAxisSize: MainAxisSize.min,
+              children: [
+                _buildCropDirButton(Icons.keyboard_arrow_left, () => _nudge(-1, 0)),
+                const SizedBox(width: 28),
+                _buildCropDirButton(Icons.keyboard_arrow_right, () => _nudge(1, 0)),
+              ],
+            ),
+            _buildCropDirButton(Icons.keyboard_arrow_down, () => _nudge(0, 1)),
+          ],
+        ),
+        const SizedBox(width: 10),
+        _buildCropSignLabel('+'),
+      ],
+    );
+  }
 
-    // S'assurer d'un scale minimum
-    if (_scale < 1.0) _scale = 1.0;
+  Widget _buildCropDirButton(IconData icon, VoidCallback onPressed) {
+    return Container(
+      decoration: BoxDecoration(color: Colors.black54, borderRadius: BorderRadius.circular(6)),
+      margin: const EdgeInsets.all(2),
+      child: IconButton(
+        icon: Icon(icon, color: Colors.white, size: 22),
+        onPressed: onPressed,
+        padding: EdgeInsets.zero,
+        constraints: const BoxConstraints(minWidth: 32, minHeight: 32),
+      ),
+    );
+  }
+
+  Widget _buildCropSignLabel(String text) {
+    return Text(
+      text,
+      style: const TextStyle(color: Colors.white54, fontSize: 24, fontWeight: FontWeight.bold),
+    );
+  }
+
+  void _nudge(double dx, double dy) {
+    setState(() {
+      _offset = _offset + Offset(dx, dy);
+    });
   }
 
   void _onScaleStart(ScaleStartDetails details) {
@@ -206,138 +425,69 @@ class _CropScreenState extends State<CropScreen> {
 
   void _onScaleUpdate(ScaleUpdateDetails details) {
     setState(() {
-      // Mise à jour du scale
-      _scale = (_baseScale * details.scale).clamp(0.5, 5.0);
-
-      // Mise à jour de la position
+      _scale = (_baseScale * details.scale).clamp(0.8, 8.0);
       final delta = details.focalPoint - _startFocalPoint;
       _offset = _startOffset + delta;
     });
   }
 
-  void _onScaleEnd(ScaleEndDetails details) {
-    // Optionnel: contraindre l'image pour qu'elle couvre toujours le carré de crop
-  }
-
-  Widget _buildInstructions() {
-    return Container(
-      margin: const EdgeInsets.symmetric(horizontal: 24),
-      padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 12),
-      decoration: BoxDecoration(
-        color: Colors.black.withValues(alpha: 0.7),
-        borderRadius: BorderRadius.circular(8),
-      ),
-      child: Row(
-        mainAxisAlignment: MainAxisAlignment.center,
-        children: [
-          Icon(
-            Icons.touch_app,
-            color: Colors.white.withValues(alpha: 0.8),
-            size: 20,
-          ),
-          const SizedBox(width: 8),
-          Text(
-            'Déplacez et zoomez pour cadrer la cible',
-            style: TextStyle(
-              color: Colors.white.withValues(alpha: 0.9),
-              fontSize: 14,
-            ),
-          ),
-        ],
-      ),
-    );
-  }
-
   Future<void> _onCropConfirm() async {
-    if (_imageSize == null) return;
-
-    setState(() {
-      _isLoading = true;
-    });
-
+    setState(() => _isLoading = true);
     try {
-      // Calculer la zone de crop en coordonnées normalisées de l'image
-      final cropRect = _calculateCropRect();
-
-      // Recadrer l'image
-      final croppedPath = await _cropService.cropToSquare(
-        widget.imagePath,
-        cropRect,
+      // Facteur d'échelle affichage/source (BoxFit.cover) — identique à celui
+      // utilisé pour afficher l'image dans l'aperçu : l'image remplit la zone,
+      // le débord est rogné, donc l'échelle est le MAX des deux ratios d'axe.
+      final double displayPerSourcePx = math.max(
+        _viewportSize.width / _imageSize!.width,
+        _viewportSize.height / _imageSize!.height,
       );
 
+      // Découpe calée sur la fenêtre de visée : le DÉPLACEMENT (pan) et la
+      // ROTATION sont pris en compte, le ZOOM est ignoré, et les débordements
+      // sont remplis en noir → la position choisie est respectée à l'identique.
+      final croppedImagePath = await _cropService.cropViewport(
+        sourcePath: widget.imagePath,
+        offsetDx: _offset.dx,
+        offsetDy: _offset.dy,
+        displayPerSourcePx: displayPerSourcePx,
+        cropSizeDisplay: _cropSize,
+        // Le zoom sert UNIQUEMENT à viser le bon point (mapping du décalage) ;
+        // il n'agrandit pas le rendu de sortie.
+        zoomScale: _scale,
+        rotationDegrees: _rotation,
+      );
+
+      const targetCenterX = 0.5;
+      const targetCenterY = 0.5;
+
       if (!mounted) return;
 
-      // Naviguer vers l'écran d'analyse avec l'image recadrée
       Navigator.pushReplacement(
         context,
         MaterialPageRoute(
           builder: (_) => AnalysisScreen(
-            imagePath: croppedPath,
+            imagePath: croppedImagePath,
+            // AJOUT : on conserve la SOURCE non rognée pour les retours arrière.
+            // Sans cela, revenir au crop repartait de l'image déjà rognée à 85%,
+            // provoquant un zoom cumulatif (0.85 x 0.85 x ...) à chaque aller-retour.
+            originalImagePath: widget.imagePath,
             targetType: widget.targetType,
+            initialCenterX: targetCenterX,
+            initialCenterY: targetCenterY,
+            cropScale: 1.0,
+            cropOffset: Offset.zero,
+            cropRotation: 0.0,
           ),
         ),
       );
     } catch (e) {
-      if (!mounted) return;
-
-      setState(() {
-        _isLoading = false;
-      });
-
+      if (mounted) {
+        setState(() => _isLoading = false);
         ScaffoldMessenger.of(context).showSnackBar(
-        SnackBar(
-          content: Text('Erreur lors du recadrage: $e'),
-          backgroundColor: AppTheme.errorColor,
-        ),
+          SnackBar(content: Text('Erreur de découpe : $e'), backgroundColor: AppTheme.errorColor),
         );
       }
     }
-
-  CropRect _calculateCropRect() {
-    if (_imageSize == null) {
-      return const CropRect(x: 0, y: 0, width: 1, height: 1);
   }
 
-    final imageAspect = _imageSize!.width / _imageSize!.height;
-    final viewportAspect = _viewportSize.width / _viewportSize.height;
-
-    // Calculer la taille de l'image affichée (avec BoxFit.contain)
-    double displayWidth, displayHeight;
-    if (imageAspect > viewportAspect) {
-      displayWidth = _viewportSize.width;
-      displayHeight = _viewportSize.width / imageAspect;
-    } else {
-      displayHeight = _viewportSize.height;
-      displayWidth = _viewportSize.height * imageAspect;
-    }
-
-    // Taille de l'image après scale
-    final scaledWidth = displayWidth * _scale;
-    final scaledHeight = displayHeight * _scale;
-
-    // Position du centre de l'image dans le viewport
-    final imageCenterX = _viewportSize.width / 2 + _offset.dx;
-    final imageCenterY = _viewportSize.height / 2 + _offset.dy;
-
-    // Position du coin supérieur gauche de l'image
-    final imageLeft = imageCenterX - scaledWidth / 2;
-    final imageTop = imageCenterY - scaledHeight / 2;
-
-    // Position du carré de crop (centré dans le viewport)
-    final cropLeft = (_viewportSize.width - _cropSize) / 2;
-    final cropTop = (_viewportSize.height - _cropSize) / 2;
-
-    // Convertir en coordonnées relatives à l'image affichée
-    final relCropLeft = (cropLeft - imageLeft) / scaledWidth;
-    final relCropTop = (cropTop - imageTop) / scaledHeight;
-    final relCropSize = _cropSize / scaledWidth;
-    final relCropSizeY = _cropSize / scaledHeight;
-
-    return CropRect(
-      x: relCropLeft.clamp(0.0, 1.0),
-      y: relCropTop.clamp(0.0, 1.0),
-      width: relCropSize.clamp(0.0, 1.0 - relCropLeft.clamp(0.0, 1.0)),
-      height: relCropSizeY.clamp(0.0, 1.0 - relCropTop.clamp(0.0, 1.0)),
-    );
-  }
 }