fix: on enleve les 85% qui rognent puisqu on utilise mlkit et non le cadre vert

.claude/settings.json

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

.claude/settings.local.json

@@ -0,0 +1,16 @@
+{
+  "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

@@ -11,7 +11,6 @@
 .svn/
 .swiftpm/
 migrate_working_dir/
-.claude/
 
 # IntelliJ related
 *.iml

CLAUDE.md

@@ -41,12 +41,10 @@ flutter test --coverage
 
 ## Features
 
-### Capture de cibles de tir
+### Analyse de cibles de tir
 - Support de cibles concentriques (anneaux) et silhouettes
 - Chargement d'images de cibles depuis la galerie ou la caméra
-- Aperçu caméra avec aide au cadrage : détection OpenCV de la cible (mire)
-  et indicateur de parallélisme par accéléromètre (pitch/roll)
-- Écran de centrage/recadrage : rotation fine, déplacement pixel par pixel
+- Détection automatique du centre et du rayon de la cible
 
 ### Calibration des cibles
 - Ajustement manuel du centre, du rayon et du nombre d'anneaux (1-10)
@@ -54,11 +52,14 @@ flutter test --coverage
 - Slider global pour redimensionner tous les anneaux proportionnellement
 - Visualisation en temps réel des zones de score
 
-### Placement des impacts
-- **Éditeur d'impacts plein écran** : tap pour ajouter, tap sur un impact pour
-  l'éditer (score/suppression), appui long pour déplacer, pincer pour zoomer
-- Le placement est entièrement manuel ; le bouton ↻ de l'écran de plotting
-  efface tous les impacts sans toucher à la calibration
+### Détection d'impacts
+- **Ajout manuel** : cliquer sur l'image pour placer un impact
+- **Détection automatique** : algorithme de détection de blobs avec paramètres ajustables
+  - Seuil de luminosité
+  - Taille min/max des impacts
+  - Circularité minimale
+  - Ratio de remplissage (distingue les trous pleins des cercles vides)
+- **Détection par références** : sélectionner 2-4 impacts manuellement, l'algorithme apprend leurs caractéristiques et détecte les impacts similaires
 
 ### Calcul des scores
 - Score automatique basé sur la position de l'impact dans les zones

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/src/main/AndroidManifest.xml

@@ -37,6 +37,9 @@
         <meta-data
             android:name="flutterEmbedding"
             android:value="2" />
+        <meta-data
+            android:name="com.google.mlkit.vision.DEPENDENCIES"
+            android:value="docscanner" />
     </application>
     <!-- Required to query activities that can process text, see:
          https://developer.android.com/training/package-visibility and

backendia/.gitignore

@@ -13,7 +13,8 @@ dashboard/out/
 .env.test.local
 .env.production.local
 
-# Database (contient des données utilisateurs — jamais dans git)
+# Database
+backendia/uploads/data/database.sqlite
 *.sqlite
 *.sqlite-journal
 
@@ -22,6 +23,7 @@ uploads/images/*
 !uploads/images/.gitkeep
 uploads/data/*
 !uploads/data/.gitkeep
+!uploads/data/database.sqlite
 exports/*
 !exports/.gitkeep
 

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/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
+        }
+      }
+    ]
+  }
+}

lib/app.dart

@@ -3,6 +3,7 @@ import 'package:provider/provider.dart';
 import 'core/theme/theme_provider.dart';
 import 'core/theme/app_theme.dart';
 import 'main_navigation_holder.dart';
+import 'features/home/home_screen.dart';
 import 'package:flutter_localizations/flutter_localizations.dart';
 
 class BullyApp extends StatelessWidget {

lib/core/widgets/metric_info_button.dart

@@ -1,76 +0,0 @@
-/// 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

@@ -1,3 +1,4 @@
+import 'dart:io';
 import 'package:sqflite/sqflite.dart';
 import 'package:path/path.dart';
 import '../models/session.dart';
@@ -10,12 +11,6 @@ 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();
 
@@ -25,9 +20,7 @@ class DatabaseHelper {
   }
 
   Future<Database> get database async {
-    if (_database != null) return _database!;
-    _initFuture ??= _initDatabase();
-    _database = await _initFuture!;
+    _database ??= await _initDatabase();
     return _database!;
   }
 
@@ -380,71 +373,17 @@ class DatabaseHelper {
       limit: limit,
       offset: offset,
     );
-    if (sessionMaps.isEmpty) return [];
 
-    // 3 requêtes groupées au lieu d'une cascade par session puis par analyse
-    // (N+1) : l'ancien code refaisait un getSession complet pour chaque ligne,
-    // ce qui ralentissait l'accueil/historique/stats au fil des mois.
-    final sessionIds = sessionMaps.map((m) => m['id'] as String).toList();
-    final analysisMaps = await _queryIn(
-      db,
-      AppConstants.targetAnalysesTable,
-      'session_id',
-      sessionIds,
-    );
-    final analysisIds = analysisMaps.map((m) => m['id'] as String).toList();
-    final shotMaps = await _queryIn(
-      db,
-      AppConstants.shotsTable,
-      'analysis_id',
-      analysisIds,
-    );
-
-    final shotsByAnalysis = <String, List<Shot>>{};
-    for (final map in shotMaps) {
-      (shotsByAnalysis[map['analysis_id'] as String] ??= [])
-          .add(Shot.fromMap(map));
+    final sessions = <Session>[];
+    for (final sessionMap in sessionMaps) {
+      final sessionId = sessionMap['id'] as String;
+      final session = await getSession(sessionId);
+      if (session != null) {
+        sessions.add(session);
+      }
     }
 
-    final analysesBySession = <String, List<TargetAnalysis>>{};
-    for (final map in analysisMaps) {
-      final analysis = TargetAnalysis.fromMap(
-        map,
-        shotsByAnalysis[map['id'] as String] ?? [],
-      );
-      (analysesBySession[map['session_id'] as String] ??= []).add(analysis);
-    }
-
-    return sessionMaps
-        .map((m) =>
-            Session.fromMap(m, analysesBySession[m['id'] as String] ?? []))
-        .toList();
-  }
-
-  /// SELECT * FROM [table] WHERE [column] IN (values), découpé par paquets
-  /// de 500 pour rester sous la limite de variables d'une requête SQLite (999).
-  Future<List<Map<String, Object?>>> _queryIn(
-    Database db,
-    String table,
-    String column,
-    List<String> values,
-  ) async {
-    if (values.isEmpty) return [];
-    const chunkSize = 500;
-    final results = <Map<String, Object?>>[];
-    for (var i = 0; i < values.length; i += chunkSize) {
-      final chunk = values.sublist(
-        i,
-        i + chunkSize > values.length ? values.length : i + chunkSize,
-      );
-      final placeholders = List.filled(chunk.length, '?').join(',');
-      results.addAll(await db.query(
-        table,
-        where: '$column IN ($placeholders)',
-        whereArgs: chunk,
-      ));
-    }
-    return results;
+    return sessions;
   }
 
   Future<int> deleteSession(String id) async {
@@ -571,16 +510,6 @@ class DatabaseHelper {
     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(
@@ -614,6 +543,5 @@ class DatabaseHelper {
     final db = await database;
     await db.close();
     _database = null;
-    _initFuture = null;
   }
 }

lib/data/repositories/session_repository.dart

@@ -182,23 +182,18 @@ class SessionRepository {
     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(),
+      date: DateTime.now(),
       roundsSinceLastMaintenance: roundsSinceLast,
     );
     await _databaseHelper.insertMaintenance(entry);

lib/features/analysis/analysis_provider.dart

@@ -1,8 +1,8 @@
 /// Gestionnaire d'état pour l'analyse des cibles (ChangeNotifier).
 ///
-/// Gère le workflow complet d'analyse : chargement d'image, gestion des
-/// impacts placés manuellement, calcul des scores, analyse de groupement
-/// et sauvegarde des sessions.
+/// Gère le workflow complet d'analyse : chargement d'image, détection de cible,
+/// gestion des impacts (manuels et automatiques), calcul des scores,
+/// analyse de groupement et sauvegarde des sessions.
 library;
 
 import 'dart:io';
@@ -13,25 +13,37 @@ import '../../data/models/target_analysis.dart';
 import '../../data/models/shot.dart';
 import '../../data/models/target_type.dart';
 import '../../data/repositories/session_repository.dart';
+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 }
 
 class AnalysisProvider extends ChangeNotifier {
+  final TargetDetectionService _detectionService;
   final ScoreCalculatorService _scoreCalculatorService;
   final GroupingAnalyzerService _groupingAnalyzerService;
   final SessionRepository _sessionRepository;
+  final DistortionCorrectionService _distortionService;
+  final OpenCVTargetService _opencvTargetService;
   final Uuid _uuid = const Uuid();
 
   AnalysisProvider({
+    required TargetDetectionService detectionService,
     required ScoreCalculatorService scoreCalculatorService,
     required GroupingAnalyzerService groupingAnalyzerService,
     required SessionRepository sessionRepository,
-  })  : _scoreCalculatorService = scoreCalculatorService,
+    DistortionCorrectionService? distortionService,
+    OpenCVTargetService? opencvTargetService,
+  }) : _detectionService = detectionService,
+        _scoreCalculatorService = scoreCalculatorService,
         _groupingAnalyzerService = groupingAnalyzerService,
-        _sessionRepository = sessionRepository;
+        _sessionRepository = sessionRepository,
+        _distortionService = distortionService ?? DistortionCorrectionService(),
+        _opencvTargetService = opencvTargetService ?? OpenCVTargetService();
 
   AnalysisState _state = AnalysisState.initial;
   String? _errorMessage;
@@ -41,7 +53,7 @@ class AnalysisProvider extends ChangeNotifier {
   // AJOUT PROTECTION DU PLOTTING : Stockage permanent de la rotation du Crop
   double _cropRotation = 0.0;
 
-  // Target calibration
+  // Target detection results
   double _targetCenterX = 0.5;
   double _targetCenterY = 0.5;
   double _targetRadius = 0.4;
@@ -59,6 +71,15 @@ class AnalysisProvider extends ChangeNotifier {
   // Grouping results
   GroupingResult? _groupingResult;
 
+  // Reference-based detection
+  List<Shot> _referenceImpacts = [];
+  ImpactCharacteristics? _learnedCharacteristics;
+
+  // Distortion correction
+  bool _distortionCorrectionEnabled = false;
+  DistortionParameters? _distortionParams;
+  String? _correctedImagePath;
+
   // Getters
   AnalysisState get state => _state;
   String? get errorMessage => _errorMessage;
@@ -79,6 +100,21 @@ class AnalysisProvider extends ChangeNotifier {
 
   int get totalScore => _scoreResult?.totalScore ?? 0;
   int get shotCount => _shots.length;
+  List<Shot> get referenceImpacts => List.unmodifiable(_referenceImpacts);
+  ImpactCharacteristics? get learnedCharacteristics => _learnedCharacteristics;
+  bool get hasLearnedCharacteristics => _learnedCharacteristics != null;
+
+  // Distortion correction getters
+  bool get distortionCorrectionEnabled => _distortionCorrectionEnabled;
+  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
+          ? _correctedImagePath
+          : _imagePath;
 
   /// Modifie et mémorise la rotation de l'image pour le Plotting
   void setCropRotation(double rotation) {
@@ -86,11 +122,14 @@ class AnalysisProvider extends ChangeNotifier {
     notifyListeners();
   }
 
-  /// Charge l'image et initialise les paramètres de cible par défaut.
-  /// Le placement des impacts et la calibration se font ensuite manuellement.
+  /// Analyze an image
+  ///
+  /// [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;
@@ -108,13 +147,55 @@ class AnalysisProvider extends ChangeNotifier {
       _imageAspectRatio = frame.image.width / frame.image.height;
       frame.image.dispose();
 
+      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;
+        _errorMessage = result.errorMessage;
+        notifyListeners();
+        return;
+      }
+
+      _targetCenterX = result.centerX;
+      _targetCenterY = result.centerY;
+      _targetRadius = result.radius;
+      _targetInnerRadius = result.radius * 0.1;
+
+      // Create shots from detected impacts
+      _shots = result.impacts.map((impact) {
+        return Shot(
+          id: _uuid.v4(),
+          x: impact.x,
+          y: impact.y,
+          score: impact.suggestedScore,
+          analysisId: '',
+        );
+      }).toList();
+
+      // Calculate scores
+      _recalculateScores();
+
+      // Calculate grouping
+      _recalculateGrouping();
+
       _state = AnalysisState.success;
       notifyListeners();
     } catch (e) {
@@ -135,18 +216,22 @@ class AnalysisProvider extends ChangeNotifier {
     notifyListeners();
   }
 
-  /// Efface tous les impacts en un clic (bouton ↻ de l'écran Plotting).
-  /// La calibration (centre, rayon, anneaux) n'est pas touchée.
-  void clearShots() {
-    _shots.clear();
+  /// Remove a shot
+  void removeShot(String shotId) {
+    _shots.removeWhere((shot) => shot.id == shotId);
     _recalculateScores();
     _recalculateGrouping();
     notifyListeners();
   }
 
-  /// Remove a shot
-  void removeShot(String shotId) {
-    _shots.removeWhere((shot) => shot.id == shotId);
+  /// Move a shot to a new position
+  void moveShot(String shotId, double newX, double newY) {
+    final index = _shots.indexWhere((shot) => shot.id == shotId);
+    if (index == -1) return;
+
+    final newScore = _calculateShotScore(newX, newY);
+    _shots[index] = _shots[index].copyWith(x: newX, y: newY, score: newScore);
+
     _recalculateScores();
     _recalculateGrouping();
     notifyListeners();
@@ -162,6 +247,265 @@ class AnalysisProvider extends ChangeNotifier {
     notifyListeners();
   }
 
+  /// Auto-detect impacts using image processing
+  Future<int> autoDetectImpacts({
+    int darkThreshold = 80,
+    int minImpactSize = 20,
+    int maxImpactSize = 500,
+    double minCircularity = 0.6,
+    double minFillRatio = 0.5,
+    bool clearExisting = false,
+  }) async {
+    if (_imagePath == null || _targetType == null) return 0;
+
+    final settings = ImpactDetectionSettings(
+      darkThreshold: darkThreshold,
+      minImpactSize: minImpactSize,
+      maxImpactSize: maxImpactSize,
+      minCircularity: minCircularity,
+      minFillRatio: minFillRatio,
+    );
+
+    final detectedImpacts = _detectionService.detectImpactsOnly(
+      _imagePath!,
+      _targetType!,
+      _targetCenterX,
+      _targetCenterY,
+      _targetRadius,
+      _ringCount,
+      settings,
+    );
+
+    if (clearExisting) {
+      _shots.clear();
+    }
+
+    // Add detected impacts as shots
+    for (final impact in detectedImpacts) {
+      final score = _calculateShotScore(impact.x, impact.y);
+      final shot = Shot(
+        id: _uuid.v4(),
+        x: impact.x,
+        y: impact.y,
+        score: score,
+        analysisId: '',
+      );
+      _shots.add(shot);
+    }
+
+    _recalculateScores();
+    _recalculateGrouping();
+    notifyListeners();
+
+    return detectedImpacts.length;
+  }
+
+  /// Auto-detect impacts using OpenCV (Hough Circles + Contours)
+  Future<int> autoDetectImpactsWithOpenCV({
+    double cannyThreshold1 = 50,
+    double cannyThreshold2 = 150,
+    double minDist = 20,
+    double param1 = 100,
+    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,
+    double minContourArea = 50,
+    double maxContourArea = 5000,
+    bool clearExisting = false,
+  }) async {
+    if (_imagePath == null || _targetType == null) return 0;
+
+    final settings = OpenCVDetectionSettings(
+      cannyThreshold1: cannyThreshold1,
+      cannyThreshold2: cannyThreshold2,
+      minDist: minDist,
+      param1: param1,
+      param2: param2,
+      minRadius: minRadius,
+      maxRadius: maxRadius,
+      blurSize: blurSize,
+      useContourDetection: useContourDetection,
+      minCircularity: minCircularity,
+      minContourArea: minContourArea,
+      maxContourArea: maxContourArea,
+    );
+
+    final detectedImpacts = _detectionService.detectImpactsWithOpenCV(
+      _imagePath!,
+      _targetType!,
+      _targetCenterX,
+      _targetCenterY,
+      _targetRadius,
+      _ringCount,
+      settings: settings,
+    );
+
+    if (clearExisting) {
+      _shots.clear();
+    }
+
+    // Add detected impacts as shots
+    for (final impact in detectedImpacts) {
+      final score = _calculateShotScore(impact.x, impact.y);
+      final shot = Shot(
+        id: _uuid.v4(),
+        x: impact.x,
+        y: impact.y,
+        score: score,
+        analysisId: '',
+      );
+      _shots.add(shot);
+    }
+
+    _recalculateScores();
+    _recalculateGrouping();
+    notifyListeners();
+
+    return detectedImpacts.length;
+  }
+
+  /// Detect impacts with OpenCV using reference points
+  Future<int> detectFromReferencesWithOpenCV({
+    double tolerance = 2.0,
+    bool clearExisting = false,
+  }) async {
+    if (_imagePath == null ||
+        _targetType == null ||
+        _referenceImpacts.length < 2) {
+      return 0;
+    }
+
+    // Convertir les références
+    final references = _referenceImpacts
+        .map((shot) => ReferenceImpact(x: shot.x, y: shot.y))
+        .toList();
+
+    final detectedImpacts = _detectionService
+        .detectImpactsWithOpenCVFromReferences(
+      _imagePath!,
+      _targetType!,
+      _targetCenterX,
+      _targetCenterY,
+      _targetRadius,
+      _ringCount,
+      references,
+      tolerance: tolerance,
+    );
+
+    if (clearExisting) {
+      _shots.clear();
+    }
+
+    // Add detected impacts as shots
+    for (final impact in detectedImpacts) {
+      final score = _calculateShotScore(impact.x, impact.y);
+      final shot = Shot(
+        id: _uuid.v4(),
+        x: impact.x,
+        y: impact.y,
+        score: score,
+        analysisId: '',
+      );
+      _shots.add(shot);
+    }
+
+    _recalculateScores();
+    _recalculateGrouping();
+    notifyListeners();
+
+    return detectedImpacts.length;
+  }
+
+  /// 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, analysisId: '');
+    _referenceImpacts.add(shot);
+    notifyListeners();
+  }
+
+  /// Remove a reference impact
+  void removeReferenceImpact(String shotId) {
+    _referenceImpacts.removeWhere((shot) => shot.id == shotId);
+    _learnedCharacteristics = null;
+    notifyListeners();
+  }
+
+  /// Clear all reference impacts
+  void clearReferenceImpacts() {
+    _referenceImpacts.clear();
+    _learnedCharacteristics = null;
+    notifyListeners();
+  }
+
+  /// Learn characteristics from reference impacts
+  bool learnFromReferences() {
+    if (_imagePath == null || _referenceImpacts.length < 2) return false;
+
+    final references = _referenceImpacts
+        .map((shot) => ReferenceImpact(x: shot.x, y: shot.y))
+        .toList();
+
+    _learnedCharacteristics = _detectionService.analyzeReferenceImpacts(
+      _imagePath!,
+      references,
+    );
+
+    notifyListeners();
+    return _learnedCharacteristics != null;
+  }
+
+  /// Auto-detect impacts using learned reference characteristics
+  Future<int> detectFromReferences({
+    double tolerance = 2.0,
+    bool clearExisting = false,
+  }) async {
+    if (_imagePath == null ||
+        _targetType == null ||
+        _learnedCharacteristics == null) {
+      return 0;
+    }
+
+    final detectedImpacts = _detectionService.detectImpactsFromReferences(
+      _imagePath!,
+      _targetType!,
+      _targetCenterX,
+      _targetCenterY,
+      _targetRadius,
+      _ringCount,
+      _learnedCharacteristics!,
+      tolerance: tolerance,
+    );
+
+    if (clearExisting) {
+      _shots.clear();
+    }
+
+    // Add detected impacts as shots
+    for (final impact in detectedImpacts) {
+      final score = _calculateShotScore(impact.x, impact.y);
+      final shot = Shot(
+        id: _uuid.v4(),
+        x: impact.x,
+        y: impact.y,
+        score: score,
+        analysisId: '',
+      );
+      _shots.add(shot);
+    }
+
+    _recalculateScores();
+    _recalculateGrouping();
+    notifyListeners();
+
+    return detectedImpacts.length;
+  }
+
   /// Adjust target position
   void adjustTargetPosition(
       double centerX,
@@ -195,6 +539,118 @@ 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(
+      targetCenterX: _targetCenterX,
+      targetCenterY: _targetCenterY,
+      targetRadius: _targetRadius,
+      imageAspectRatio: _imageAspectRatio,
+    );
+    notifyListeners();
+  }
+
+  /// Applique la correction de distorsion à l'image
+  /// Crée une nouvelle image corrigée et la sauvegarde
+  Future<void> applyDistortionCorrection() async {
+    if (_imagePath == null || _distortionParams == null) return;
+
+    try {
+      _correctedImagePath = await _distortionService.applyCorrection(
+        _imagePath!,
+        _distortionParams!,
+      );
+      _distortionCorrectionEnabled = true;
+      notifyListeners();
+    } catch (e) {
+      _errorMessage = 'Erreur lors de la correction: $e';
+      notifyListeners();
+    }
+  }
+
+  /// Active ou désactive l'affichage de l'image corrigée
+  void setDistortionCorrectionEnabled(bool enabled) {
+    if (enabled && _correctedImagePath == null && _distortionParams != null) {
+      // Si on active mais pas encore d'image corrigée, la créer
+      applyDistortionCorrection();
+    } else {
+      _distortionCorrectionEnabled = enabled;
+      notifyListeners();
+    }
+  }
+
+  /// Calcule ET applique la correction pour un feedback immédiat
+  Future<void> calculateAndApplyDistortion() async {
+    // 1. Calcul des paramètres (votre code actuel)
+    _distortionParams = _distortionService.calculateDistortionFromCalibration(
+      targetCenterX: _targetCenterX,
+      targetCenterY: _targetCenterY,
+      targetRadius: _targetRadius,
+      imageAspectRatio: _imageAspectRatio,
+    );
+
+    // 2. Vérification si une correction est réellement nécessaire
+    if (_distortionParams != null && _distortionParams!.needsCorrection) {
+      // 3. Application immédiate de la transformation (méthode asynchrone)
+      await applyDistortionCorrection();
+    } else {
+      notifyListeners();
+    }
+  }
+
+  Future<void> runFullDistortionWorkflow() async {
+    _state = AnalysisState.loading;
+    notifyListeners();
+
+    try {
+      calculateDistortion();
+      await applyDistortionCorrection();
+      _distortionCorrectionEnabled = true;
+      _state = AnalysisState.success;
+    } catch (e) {
+      _errorMessage = "Erreur de rendu : $e";
+      _state = AnalysisState.error;
+    } finally {
+      notifyListeners();
+    }
+  }
+
   int _calculateShotScore(double x, double y) {
     if (_targetType == TargetType.concentric) {
       return _scoreCalculatorService.calculateConcentricScore(
@@ -238,14 +694,8 @@ class AnalysisProvider extends ChangeNotifier {
     _groupingResult = _groupingAnalyzerService.analyzeGrouping(_shots);
   }
 
-  /// Exporte l'image et le json vers le backend IA.
-  /// [sessionId], [distance] et [weapon] proviennent du SessionProvider de
-  /// l'écran appelant, pour que le dataset contienne les vraies métadonnées.
-  Future<bool> exportToAiBackend({
-    String? sessionId,
-    int? distance,
-    String? weapon,
-  }) async {
+  /// 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();
@@ -259,14 +709,12 @@ class AnalysisProvider extends ChangeNotifier {
 
     final success = await service.exportData(
       imagePath: _imagePath!,
-      sessionId: sessionId ?? 'export',
+      sessionId: 'export',
       targetType: _targetType!,
       targetCenterX: _targetCenterX,
       targetCenterY: _targetCenterY,
       targetRadius: _targetRadius,
       shots: _shots,
-      distanceMeters: distance ?? 25,
-      weaponName: weapon ?? 'Unknown',
     );
 
     _state = AnalysisState.success;
@@ -359,6 +807,11 @@ class AnalysisProvider extends ChangeNotifier {
     _shots = [];
     _scoreResult = null;
     _groupingResult = null;
+    _referenceImpacts = [];
+    _learnedCharacteristics = null;
+    _distortionCorrectionEnabled = false;
+    _distortionParams = null;
+    _correctedImagePath = null;
     notifyListeners();
   }
 

lib/features/analysis/analysis_screen.dart

@@ -12,24 +12,27 @@ import 'package:provider/provider.dart';
 import '../../core/constants/app_constants.dart';
 import '../../core/theme/app_theme.dart';
 import '../../data/models/target_type.dart';
+import '../../data/models/shot.dart';
 import '../../data/repositories/session_repository.dart';
+import '../../services/target_detection_service.dart';
 import '../../services/score_calculator_service.dart';
 import '../../services/grouping_analyzer_service.dart';
-import '../../services/wallet_identity_service.dart';
 import '../session/session_provider.dart';
 import 'analysis_provider.dart';
-import 'impact_editor_screen.dart';
 import '../crop/crop_screen.dart';
 import '../capture/capture_screen.dart';
 import 'widgets/target_overlay.dart';
 import 'widgets/target_calibration.dart';
 import 'widgets/score_card.dart';
 import 'widgets/grouping_stats.dart';
-import 'widgets/shot_details_sheet.dart';
 
 class AnalysisScreen extends StatelessWidget {
   final String imagePath;
-  final String? originalImagePath; // AJOUT : image source avant le crop à 85%
+
+  /// Image originale (jamais recadrée), transmise pour pouvoir revenir au
+  /// centrage sans recadrer un résultat déjà recadré.
+  final String? originalImagePath;
+
   final TargetType targetType;
   final double? initialCenterX;
   final double? initialCenterY;
@@ -40,7 +43,7 @@ class AnalysisScreen extends StatelessWidget {
   const AnalysisScreen({
     super.key,
     required this.imagePath,
-    this.originalImagePath, // AJOUT
+    this.originalImagePath,
     required this.targetType,
     this.initialCenterX,
     this.initialCenterY,
@@ -60,6 +63,7 @@ class AnalysisScreen extends StatelessWidget {
     return ChangeNotifierProvider(
       create: (context) {
         final p = AnalysisProvider(
+          detectionService: context.read<TargetDetectionService>(),
           scoreCalculatorService: context.read<ScoreCalculatorService>(),
           groupingAnalyzerService: context.read<GroupingAnalyzerService>(),
           sessionRepository: context.read<SessionRepository>(),
@@ -71,12 +75,13 @@ class AnalysisScreen extends StatelessWidget {
         p.analyzeImage(
           imagePath,
           targetType,
+          autoAnalyze: false,
           manualCenter: manualCenterOffset,
         );
         return p;
       },
       child: _AnalysisScreenContent(
-        originalImagePath: originalImagePath, // AJOUT
+        originalImagePath: originalImagePath ?? imagePath,
         cropScale: cropScale,
         cropOffset: cropOffset,
         cropRotation: cropRotation, // Envoyé à la structure d'affichage
@@ -86,13 +91,13 @@ class AnalysisScreen extends StatelessWidget {
 }
 
 class _AnalysisScreenContent extends StatefulWidget {
-  final String? originalImagePath; // AJOUT
+  final String originalImagePath;
   final double? cropScale;
   final Offset? cropOffset;
   final double? cropRotation;
 
   const _AnalysisScreenContent({
-    this.originalImagePath, // AJOUT
+    required this.originalImagePath,
     this.cropScale,
     this.cropOffset,
     this.cropRotation,
@@ -108,6 +113,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
 
   // Forcé à TRUE pour démarrer sur l'ajustement des cercles
   bool _isCalibrating = true;
+  bool _isSelectingReferences = false;
   bool _isAtBottom = false;
 
   final ScrollController _scrollController = ScrollController();
@@ -115,6 +121,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
   TransformationController();
   final GlobalKey _imageKey = GlobalKey();
   double _currentZoomScale = 1.0;
+  String? _movingShotId;
 
   @override
   void initState() {
@@ -153,55 +160,20 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
     }
   }
 
-  /// Repasse en mode calibration en réinitialisant le zoom de l'InteractiveViewer.
-  ///
-  /// Sans cette remise à zéro, le facteur de zoom accumulé en mode Plotting
-  /// persiste dans le TransformationController et se réapplique au retour,
-  /// ce qui faisait "zoomer" légèrement la photo. On repart donc toujours
-  /// d'une transformation identité (zoom 1.0).
-  void _enterCalibration() {
-    _transformationController.value = Matrix4.identity();
-    _currentZoomScale = 1.0;
-    setState(() => _isCalibrating = true);
-  }
-
-  /// Ouvre l'éditeur d'impacts (plein écran) en PARTAGEANT le provider courant.
-  ///
-  /// On utilise ChangeNotifierProvider.value pour que l'éditeur lise et modifie
-  /// exactement le même AnalysisProvider que cet écran : les impacts ajoutés,
-  /// déplacés ou supprimés sont donc immédiatement répercutés ici.
-  ///
-  /// Au retour : si l'utilisateur a validé (résultat true) on bascule en mode
-  /// Plotting (lecture seule) ; sinon on repasse en calibration.
-  Future<void> _openImpactEditor(AnalysisProvider provider) async {
-    final validated = await Navigator.of(context).push<bool>(
+  /// Revient au Centrage en repartant de l'image ORIGINALE.
+  /// On ne restaure que la rotation (jamais le zoom) → pas de cumul.
+  void _goBackToCrop(AnalysisProvider provider) {
+    Navigator.pushReplacement(
+      context,
       MaterialPageRoute(
-        builder: (_) => ChangeNotifierProvider<AnalysisProvider>.value(
-          value: provider,
-          child: const ImpactEditorScreen(),
+        builder: (context) => CropScreen(
+          imagePath: widget.originalImagePath,
+          originalImagePath: widget.originalImagePath,
+          targetType: provider.targetType!,
+          initialRotation: provider.cropRotation,
         ),
       ),
     );
-
-    if (!mounted) return;
-
-    if (validated == true) {
-      setState(() {
-        _isCalibrating = false;
-      });
-    } else {
-      _enterCalibration();
-    }
-  }
-
-  /// Chemin à utiliser pour repartir dans le CropScreen lors d'un retour arrière.
-  ///
-  /// On privilégie TOUJOURS l'image source non rognée (originalImagePath).
-  /// Repartir de l'image déjà croppée à 85% provoquait un rognage cumulatif
-  /// (0.85 x 0.85 x ...) qui re-zoomait la photo à chaque aller-retour
-  /// entre la capture/crop et la calibration.
-  String _backCropImagePath(AnalysisProvider provider) {
-    return widget.originalImagePath ?? provider.imagePath!;
   }
 
   @override
@@ -225,99 +197,26 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
           onPressed: () {
             if (_isCalibrating) {
               final provider = context.read<AnalysisProvider>();
-              Navigator.pushReplacement(
-                context,
-                MaterialPageRoute(
-                  builder: (context) => CropScreen(
-                    // CORRECTION : on repart de l'image SOURCE (non rognée) pour
-                    // éviter le rognage cumulatif à 85% qui re-zoomait à chaque retour.
-                    imagePath: _backCropImagePath(provider),
-                    targetType: provider.targetType!,
-                    initialScale: widget.cropScale,
-                    initialOffset: widget.cropOffset,
-                  ),
-                ),
-              );
+              _goBackToCrop(provider);
             } else {
-              // Retour Plotting -> Calibration : on réinitialise le zoom.
-              _enterCalibration();
+              setState(() => _isCalibrating = true);
             }
           },
         ),
         actions: [
-          // Remise à zéro des impacts : efface tous les impacts en un clic,
-          // sans modifier la calibration (centre, rayon, anneaux).
-          if (!_isCalibrating)
+          if (!_isCalibrating && !_isSelectingReferences)
             IconButton(
               icon: const Icon(Icons.refresh),
-              tooltip: 'Effacer tous les impacts',
-              onPressed: () => provider.clearShots(),
+              onPressed: () => provider.analyzeImage(
+                context.read<AnalysisProvider>().imagePath!,
+                context.read<AnalysisProvider>().targetType!,
               ),
-          // Nuage d'export vers le backend IA : visible uniquement si l'analyse
-          // a réussi ET que l'utilisateur a activé l'option dans les Paramètres.
-          if (!_isCalibrating)
-            FutureBuilder<bool>(
-              future: WalletIdentityService().isUploadEnabled(),
-              builder: (context, snapshot) {
-                final isEnabled = snapshot.data ?? false;
-                if (!isEnabled ||
-                    provider.state != AnalysisState.success) {
-                  return const SizedBox.shrink();
-                }
-                return IconButton(
-                  icon: const Icon(Icons.cloud_upload),
-                  tooltip: 'Exporter pour IA',
-                  onPressed: () async {
-                    final p = context.read<AnalysisProvider>();
-                    if (p.state != AnalysisState.success) return;
-
-                    ScaffoldMessenger.of(context).showSnackBar(
-                      const SnackBar(content: Text('Exportation en cours...')),
-                    );
-
-                    // Métadonnées réelles de la session en cours (distance,
-                    // arme) plutôt que les placeholders par défaut.
-                    final sp = context.read<SessionProvider>();
-                    final success = await p.exportToAiBackend(
-                      sessionId: sp.activeSessionId,
-                      distance: sp.distance,
-                      weapon: sp.currentWeapon,
-                    );
-
-                    if (!context.mounted) return;
-                    ScaffoldMessenger.of(context).hideCurrentSnackBar();
-                    if (success) {
-                      ScaffoldMessenger.of(context).showSnackBar(
-                        const SnackBar(
-                          content: Text('Export réussi vers le backend IA !'),
-                          backgroundColor: AppTheme.successColor,
-                        ),
-                      );
-                    } else {
-                      ScaffoldMessenger.of(context).showSnackBar(
-                        SnackBar(
-                          content:
-                              Text(p.errorMessage ?? 'Erreur d\'export'),
-                          backgroundColor: AppTheme.errorColor,
-                        ),
-                      );
-                    }
-                  },
-                );
-              },
             ),
           if (_isCalibrating)
             TextButton(
-              onPressed: () {
-                // On fige la calibration courante AVANT d'ouvrir l'éditeur,
-                // puis on passe sur l'écran d'édition d'impacts plein écran
-                // (zoom fiable + placement). Le mode Plotting (lecture seule)
-                // s'affichera au retour si l'utilisateur valide.
-                _calibrationKey.currentState?.commitCalibration();
-                _openImpactEditor(context.read<AnalysisProvider>());
-              },
+              onPressed: () => setState(() => _isCalibrating = false),
               child: const Text(
-                'VALIDER',
+                'TERMINER',
                 style: TextStyle(
                   color: Colors.white,
                   fontWeight: FontWeight.bold,
@@ -364,6 +263,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                                   widget.cropOffset?.dy ?? 0.0,
                                   0.0,
                                 )
+                                ..scale(1.0, 1.0)
                                 ..rotateZ(
                                   (provider.cropRotation) *
                                       (math.pi / 180),
@@ -408,7 +308,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                       ),
                     ],
                   )
-                      : _buildReadOnlyPlotImage(context, provider),
+                      : _buildZoomableImageWithOverlay(context, provider),
                 ),
 
                 if (!_isCalibrating)
@@ -416,27 +316,6 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                     padding: const EdgeInsets.all(AppConstants.defaultPadding),
                     child: Column(
                       children: [
-                        Card(
-                          color: AppTheme.primaryColor.withValues(alpha: 0.18),
-                          child: ListTile(
-                            leading: const Icon(
-                              Icons.edit_location_alt,
-                              color: AppTheme.primaryColor,
-                            ),
-                            title: const Text('Modifier les impacts'),
-                            subtitle: const Text(
-                              'Ajouter, déplacer ou supprimer des impacts (plein écran)',
-                            ),
-                            trailing: const Icon(
-                              Icons.open_in_full,
-                              size: 16,
-                            ),
-                            // Rouvre l'éditeur plein écran en partageant le provider.
-                            onTap: () =>
-                                _openImpactEditor(context.read<AnalysisProvider>()),
-                          ),
-                        ),
-                        const SizedBox(height: 12),
                         Card(
                           color: AppTheme.primaryColor.withValues(alpha: 0.1),
                           child: ListTile(
@@ -452,8 +331,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                               Icons.arrow_forward_ios,
                               size: 16,
                             ),
-                            // Retour vers la calibration : on réinitialise le zoom.
-                            onTap: () => _enterCalibration(),
+                            onTap: () => setState(() => _isCalibrating = true),
                           ),
                         ),
                         const SizedBox(height: 12),
@@ -471,6 +349,8 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                             targetCenterX: provider.targetCenterX,
                             targetCenterY: provider.targetCenterY,
                           ),
+                        const SizedBox(height: 12),
+                        _buildActionButtons(context, provider),
                         const SizedBox(height: 50),
                       ],
                     ),
@@ -604,13 +484,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
     );
   }
 
-  /// Affichage du plotting en LECTURE SEULE.
-  ///
-  /// L'édition (ajout / déplacement / suppression) se fait désormais
-  /// exclusivement dans l'éditeur plein écran (ImpactEditorScreen). Ici on se
-  /// contente d'afficher l'image + l'overlay, avec un zoom de consultation.
-  /// Le tap sur un impact ouvre simplement ses détails.
-  Widget _buildReadOnlyPlotImage(
+  Widget _buildZoomableImageWithOverlay(
       BuildContext context,
       AnalysisProvider provider,
       ) {
@@ -618,8 +492,104 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
       transformationController: _transformationController,
       minScale: 1.0,
       maxScale: 10.0,
-      boundaryMargin: const EdgeInsets.all(80),
-      panEnabled: true,
+      boundaryMargin: const EdgeInsets.all(double.infinity),
+      panEnabled: _movingShotId == null,
+      child: Transform(
+        transform: Matrix4.identity()
+          ..setTranslationRaw(
+            widget.cropOffset?.dx ?? 0.0,
+            widget.cropOffset?.dy ?? 0.0,
+            0.0,
+          )
+          ..scale(1.0, 1.0)
+          ..rotateZ((provider.cropRotation) * (math.pi / 180)),
+        alignment: Alignment.center,
+        child: GestureDetector(
+          onDoubleTapDown: (TapDownDetails details) {
+            final RenderBox? box =
+            _imageKey.currentContext?.findRenderObject() as RenderBox?;
+            if (box == null) return;
+
+            final localOffset = box.globalToLocal(details.globalPosition);
+            final relX = localOffset.dx / box.size.width;
+            final relY = localOffset.dy / box.size.height;
+
+            if (provider.shots.isEmpty) return;
+
+            Shot? closestShot;
+            double minDistance = double.infinity;
+            const double clickTolerance = 0.05;
+
+            for (final shot in provider.shots) {
+              final dx = shot.x - relX;
+              final dy = shot.y - relY;
+              final distance = math.sqrt(dx * dx + dy * dy);
+
+              if (distance < minDistance && distance < clickTolerance) {
+                minDistance = distance;
+                closestShot = shot;
+              }
+            }
+
+            if (closestShot != null) {
+              _showShotDetails(context, provider, closestShot);
+            }
+          },
+          onLongPressStart: (LongPressStartDetails details) {
+            final RenderBox? box =
+            _imageKey.currentContext?.findRenderObject() as RenderBox?;
+            if (box == null) return;
+
+            final localOffset = box.globalToLocal(details.globalPosition);
+            final relX = localOffset.dx / box.size.width;
+            final relY = localOffset.dy / box.size.height;
+
+            if (provider.shots.isEmpty) return;
+
+            Shot? closestShot;
+            double minDistance = double.infinity;
+            const double dragTolerance = 0.06;
+
+            for (final shot in provider.shots) {
+              final dx = shot.x - relX;
+              final dy = shot.y - relY;
+              final distance = math.sqrt(dx * dx + dy * dy);
+
+              if (distance < minDistance && distance < dragTolerance) {
+                minDistance = distance;
+                closestShot = shot;
+              }
+            }
+
+            if (closestShot != null) {
+              setState(() {
+                _movingShotId = closestShot!.id;
+              });
+            }
+          },
+          onLongPressMoveUpdate: (LongPressMoveUpdateDetails details) {
+            if (_movingShotId == null) return;
+
+            final RenderBox? box =
+            _imageKey.currentContext?.findRenderObject() as RenderBox?;
+            if (box == null) return;
+
+            final adjustedGlobalPosition =
+                details.globalPosition + const Offset(-25, -35);
+            final localOffset = box.globalToLocal(adjustedGlobalPosition);
+
+            final relX = (localOffset.dx / box.size.width).clamp(0.0, 1.0);
+            final relY = (localOffset.dy / box.size.height).clamp(0.0, 1.0);
+
+            provider.updateShotPosition(_movingShotId!, relX, relY);
+          },
+          onLongPressEnd: (_) {
+            if (_movingShotId != null) {
+              setState(() {
+                _movingShotId = null;
+              });
+            }
+          },
           child: Stack(
             children: [
               Image.file(
@@ -627,8 +597,7 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                 key: _imageKey,
                 fit: BoxFit.contain,
               ),
-          Positioned.fill(
-            child: TargetOverlay(
+              TargetOverlay(
                 targetCenterX: provider.targetCenterX,
                 targetCenterY: provider.targetCenterY,
                 targetRadius: provider.targetRadius,
@@ -636,13 +605,92 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
                 shots: provider.shots,
                 showRings: true,
                 zoomScale: _currentZoomScale,
-              // Lecture seule : tap sur impact -> détails (consultation).
                 onShotTapped: (shot) =>
-                  showShotDetailsSheet(context, provider, shot),
+                    _showShotDetails(context, provider, shot),
+                onAddShot: (relX, relY) => provider.addShot(relX, relY),
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+
+  Widget _buildActionButtons(BuildContext context, AnalysisProvider provider) {
+    return const Column(children: [Row(children: [])]);
+  }
+
+  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),
+                    ),
                   ),
                 ),
               ],
             ),
+          ],
+        ),
+      ),
     );
   }
 
@@ -665,18 +713,18 @@ class _AnalysisScreenContentState extends State<_AnalysisScreenContent> {
           TextButton(
             onPressed: () {
               Navigator.pop(context);
-              // CORRECTION : on repart aussi de l'image SOURCE non rognée ici.
-              final path = _backCropImagePath(provider);
               final type = provider.targetType!;
 
+              // Retour au centrage : on repart de l'ORIGINAL (pas de re-crop),
+              // en conservant uniquement la rotation.
               Navigator.pushReplacement(
                 context,
                 MaterialPageRoute(
                   builder: (context) => CropScreen(
-                    imagePath: path,
+                    imagePath: widget.originalImagePath,
+                    originalImagePath: widget.originalImagePath,
                     targetType: type,
-                    initialScale: widget.cropScale,
-                    initialOffset: widget.cropOffset,
+                    initialRotation: provider.cropRotation,
                   ),
                 ),
               );

lib/features/analysis/impact_editor_screen.dart

@@ -1,209 +0,0 @@
-/// 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';
-import 'widgets/shot_details_sheet.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) {
-                      showShotDetailsSheet(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) =>
-                              showShotDetailsSheet(context, provider, shot),
-                        ),
-                      ),
-                    ],
-                  ),
-                ),
-              ),
-            ),
-          ),
-        ],
-      ),
-    );
-  }
-}

lib/features/analysis/widgets/grouping_stats.dart

@@ -7,7 +7,6 @@ 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 {
@@ -44,65 +43,32 @@ 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: [
-                Expanded(
-                  child: _buildStat(
+                _buildStat(
                   context,
-                    'Étalement',
+                  'Diametre',
                   '${(groupingResult.diameter * 100).toStringAsFixed(1)}%',
                   icon: Icons.straighten,
                 ),
-                ),
-                Expanded(
-                  child: _buildStat(
+                _buildStat(
                   context,
                   'Dispersion',
                   '${(groupingResult.standardDeviation * 100).toStringAsFixed(1)}%',
                   icon: Icons.scatter_plot,
                 ),
-                ),
-                Expanded(
-                  child: _buildStat(
+                _buildStat(
                   context,
-                    'Décalage',
+                  'Decalage',
                   offsetDescription,
                   icon: Icons.compare_arrows,
                 ),
-                ),
               ],
             ),
             const SizedBox(height: 12),
@@ -159,14 +125,12 @@ 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,
         ),
       ],
@@ -288,22 +252,22 @@ class GroupingStats extends StatelessWidget {
 
   String _getOffsetDescription(double offsetX, double offsetY) {
     if (offsetX.abs() < 0.02 && offsetY.abs() < 0.02) {
-      return 'Centré';
+      return 'Centre';
     }
 
     String vertical = '';
     String horizontal = '';
 
     if (offsetY < -0.02) {
-      vertical = 'Haut';
+      vertical = 'H';
     } else if (offsetY > 0.02) {
-      vertical = 'Bas';
+      vertical = 'B';
     }
 
     if (offsetX < -0.02) {
-      horizontal = 'Gauche';
+      horizontal = 'G';
     } else if (offsetX > 0.02) {
-      horizontal = 'Droite';
+      horizontal = 'D';
     }
 
     if (vertical.isNotEmpty && horizontal.isNotEmpty) {

lib/features/analysis/widgets/score_card.dart

@@ -7,7 +7,6 @@ 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';
 
@@ -45,31 +44,6 @@ 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(),
@@ -93,12 +67,11 @@ class ScoreCard extends StatelessWidget {
                   shotCount > 0
                       ? (totalScore / shotCount).toStringAsFixed(1)
                       : '-',
-                  subtitle: '/ $maxScore',
                 ),
                 if (scoreResult != null)
                   _buildScoreStat(
                     context,
-                    'Réussite',
+                    'Pourcentage',
                     '${scoreResult!.percentage.toStringAsFixed(0)}%',
                   ),
               ],

lib/features/analysis/widgets/shot_details_sheet.dart

@@ -1,85 +0,0 @@
-/// Bottom sheet de détails d'un impact : modification du score et suppression.
-///
-/// Partagée entre l'écran d'analyse (consultation du plotting) et l'éditeur
-/// d'impacts plein écran, qui opèrent sur le même AnalysisProvider.
-library;
-
-import 'package:flutter/material.dart';
-
-import '../../../data/models/shot.dart';
-import '../analysis_provider.dart';
-
-void showShotDetailsSheet(
-  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/target_calibration.dart

@@ -4,7 +4,7 @@
 /// Les anneaux sont répartis proportionnellement.
 library;
 
-import 'package:flutter/foundation.dart';
+import 'dart:math' as math;
 import 'package:flutter/material.dart';
 import '../../../core/theme/app_theme.dart';
 import '../../../data/models/target_type.dart';
@@ -83,16 +83,6 @@ class TargetCalibrationState extends State<TargetCalibration> {
     _initRingRadii();
   }
 
-  /// 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) {
@@ -131,14 +121,7 @@ class TargetCalibrationState extends State<TargetCalibration> {
       _currentEspacementRatio = (_radius > 0) ? (_innerRadius / _radius).clamp(0.01, 0.70) : 0.1;
       shouldReinit = true;
     }
-    // On ne rafraîchit le profil d'usine que si les rayons entrants proviennent
-    // réellement d'une nouvelle détection (ils diffèrent de notre état courant).
-    // Sinon il s'agit de l'écho de notre propre _notifyChange (aller-retour via
-    // le provider) : le clobber effacerait le profil d'origine et casserait le
-    // bouton de réinitialisation de l'espacement.
-    if (widget.initialRingRadii != oldWidget.initialRingRadii &&
-        widget.initialRingRadii != null &&
-        !listEquals(widget.initialRingRadii, _ringRadii)) {
+    if (widget.initialRingRadii != oldWidget.initialRingRadii && widget.initialRingRadii != null) {
       _originalRingRadii = List.from(widget.initialRingRadii!);
       shouldReinit = true;
     }
@@ -345,12 +328,7 @@ class TargetCalibrationState extends State<TargetCalibration> {
         borderRadius: BorderRadius.circular(12),
         border: Border.all(color: Colors.white10),
       ),
-      child: Row(
-        mainAxisSize: MainAxisSize.min,
-        children: [
-          _buildSignLabel('−'),
-          const SizedBox(width: 12),
-          Column(
+      child: Column(
         mainAxisSize: MainAxisSize.min,
         children: [
           _buildDirectionButton(Icons.keyboard_arrow_up, () => _moveCenterByPixels(0, -1, size)),
@@ -365,18 +343,6 @@ class TargetCalibrationState extends State<TargetCalibration> {
           _buildDirectionButton(Icons.keyboard_arrow_down, () => _moveCenterByPixels(0, 1, size)),
         ],
       ),
-          const SizedBox(width: 12),
-          _buildSignLabel('+'),
-        ],
-      ),
-    );
-  }
-
-  // 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),
     );
   }
 

lib/features/analysis/widgets/target_overlay.dart

@@ -1,9 +1,8 @@
 /// Overlay visuel de la cible.
 ///
-/// Dessine les anneaux de la cible, les impacts et le cercle de groupement.
-/// 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.
+/// 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.
 library;
 
 import 'package:flutter/material.dart';
@@ -20,9 +19,11 @@ class TargetOverlay extends StatelessWidget {
   final int ringCount;
   final List<double>? ringRadii;
   final void Function(Shot shot)? onShotTapped;
+  final void Function(double x, double y)? onAddShot;
   final double? groupingCenterX;
   final double? groupingCenterY;
   final double? groupingDiameter;
+  final List<Shot>? referenceImpacts;
   final double zoomScale;
   final bool showRings;
 
@@ -36,26 +37,29 @@ class TargetOverlay extends StatelessWidget {
     this.ringCount = 10,
     this.ringRadii,
     this.onShotTapped,
+    this.onAddShot,
     this.groupingCenterX,
     this.groupingCenterY,
     this.groupingDiameter,
+    this.referenceImpacts,
     this.zoomScale = 1.0,
     this.showRings = false,
   });
 
   @override
   Widget build(BuildContext context) {
-    // 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,
+    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);
+            }
+          },
           child: CustomPaint(
             painter: _TargetOverlayPainter(
               shots: shots,
@@ -68,45 +72,52 @@ class TargetOverlay extends StatelessWidget {
               groupingCenterX: groupingCenterX,
               groupingCenterY: groupingCenterY,
               groupingDiameter: groupingDiameter,
+              referenceImpacts: referenceImpacts,
               zoomScale: zoomScale,
               showRings: showRings,
             ),
-        child: LayoutBuilder(
-          builder: (context, constraints) {
-            return Stack(
+            child: 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.
+                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)
                       final tapSize = 30 / zoomScale;
                       final halfTapSize = tapSize / 2;
-                return Positioned(
+                      return Stack(
+                        children: [
+                          Positioned(
                             left: x - halfTapSize,
                             top: y - halfTapSize,
                             child: GestureDetector(
-                    // 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,
+                              behavior: HitTestBehavior.translucent,
                               onTap: () => onShotTapped?.call(shot),
                               child: Container(
                                 width: tapSize,
                                 height: tapSize,
                                 decoration: const BoxDecoration(
-                        // Opaque pour le hit-test (couleur transparente visuellement
-                        // mais non nulle), pour que le tap soit bien capté ici.
-                        color: Color(0x01000000),
+                                  color: Colors.transparent,
                                   shape: BoxShape.circle,
                                 ),
                               ),
                             ),
-                );
-              }).toList(),
+                          ),
+                        ],
                       );
                     },
                   ),
+                );
+              }).toList(),
             ),
+          ),
+        );
+      },
     );
   }
 }
@@ -122,6 +133,7 @@ class _TargetOverlayPainter extends CustomPainter {
   final double? groupingCenterX;
   final double? groupingCenterY;
   final double? groupingDiameter;
+  final List<Shot>? referenceImpacts;
   final double zoomScale;
   final bool showRings;
 
@@ -136,6 +148,7 @@ class _TargetOverlayPainter extends CustomPainter {
     this.groupingCenterX,
     this.groupingCenterY,
     this.groupingDiameter,
+    this.referenceImpacts,
     this.zoomScale = 1.0,
     this.showRings = false,
   });
@@ -156,6 +169,13 @@ class _TargetOverlayPainter extends CustomPainter {
     for (final shot in shots) {
       _drawImpact(canvas, size, shot);
     }
+
+    // Draw reference impacts (with different color)
+    if (referenceImpacts != null) {
+      for (final ref in referenceImpacts!) {
+        _drawReferenceImpact(canvas, size, ref);
+      }
+    }
   }
 
   void _drawTargetCenter(Canvas canvas, Size size) {
@@ -272,17 +292,16 @@ class _TargetOverlayPainter extends CustomPainter {
     final strokeWidth = 3 / zoomScale;
     final fontSize = 10 / zoomScale;
 
-    // Draw outer circle (white outline for visibility) — gardé OPAQUE pour
-    // bien repérer le centre même quand le remplissage est transparent.
+    // Draw outer circle (white outline for visibility)
     final outlinePaint = Paint()
       ..color = AppTheme.impactOutlineColor
       ..style = PaintingStyle.stroke
       ..strokeWidth = strokeWidth;
     canvas.drawCircle(Offset(x, y), outerRadius, outlinePaint);
 
-    // Draw impact marker — TRANSPARENCE 30% pour voir l'impact réel derrière
+    // Draw impact marker
     final impactPaint = Paint()
-      ..color = AppTheme.impactColor.withValues(alpha: 0.3)
+      ..color = AppTheme.impactColor
       ..style = PaintingStyle.fill;
     canvas.drawCircle(Offset(x, y), innerRadius, impactPaint);
 
@@ -305,6 +324,48 @@ class _TargetOverlayPainter extends CustomPainter {
     );
   }
 
+  void _drawReferenceImpact(Canvas canvas, Size size, Shot ref) {
+    final x = ref.x * size.width;
+    final y = ref.y * size.height;
+
+    // Tailles fixes divisées par le zoom pour rester constantes à l'écran
+    final outerRadius = 12 / zoomScale;
+    final innerRadius = 10 / zoomScale;
+    final strokeWidth = 3 / zoomScale;
+    final fontSize = 12 / zoomScale;
+
+    // Draw outer circle (white outline for visibility)
+    final outlinePaint = Paint()
+      ..color = Colors.white
+      ..style = PaintingStyle.stroke
+      ..strokeWidth = strokeWidth;
+    canvas.drawCircle(Offset(x, y), outerRadius, outlinePaint);
+
+    // Draw reference marker (purple)
+    final refPaint = Paint()
+      ..color = Colors.deepPurple
+      ..style = PaintingStyle.fill;
+    canvas.drawCircle(Offset(x, y), innerRadius, refPaint);
+
+    // Draw "R" to indicate reference
+    final textPainter = TextPainter(
+      text: TextSpan(
+        text: 'R',
+        style: TextStyle(
+          color: Colors.white,
+          fontSize: fontSize,
+          fontWeight: FontWeight.bold,
+        ),
+      ),
+      textDirection: TextDirection.ltr,
+    );
+    textPainter.layout();
+    textPainter.paint(
+      canvas,
+      Offset(x - textPainter.width / 2, y - textPainter.height / 2),
+    );
+  }
+
   @override
   bool shouldRepaint(covariant _TargetOverlayPainter oldDelegate) {
     return shots != oldDelegate.shots ||
@@ -316,6 +377,7 @@ class _TargetOverlayPainter extends CustomPainter {
         groupingCenterX != oldDelegate.groupingCenterX ||
         groupingCenterY != oldDelegate.groupingCenterY ||
         groupingDiameter != oldDelegate.groupingDiameter ||
+        referenceImpacts != oldDelegate.referenceImpacts ||
         zoomScale != oldDelegate.zoomScale ||
         showRings != oldDelegate.showRings;
   }

lib/features/crop/crop_screen.dart

@@ -9,17 +9,28 @@ import '../analysis/analysis_screen.dart';
 import 'widgets/crop_overlay.dart';
 
 class CropScreen extends StatefulWidget {
+  /// Image affichée/recadrée dans cet écran. Au tout premier passage, c'est
+  /// aussi l'image originale. Lors des allers-retours, on recharge toujours
+  /// l'ORIGINAL ici (jamais une image déjà recadrée) pour éviter le zoom
+  /// cumulatif.
   final String imagePath;
+
+  /// Chemin de l'image ORIGINALE (jamais recadrée). Si null, [imagePath] est
+  /// considéré comme l'original (premier passage depuis la caméra/galerie).
+  final String? originalImagePath;
+
   final TargetType targetType;
-  final double? initialScale;
-  final Offset? initialOffset;
+
+  /// Rotation à restaurer au retour (en degrés). Le zoom n'est volontairement
+  /// PAS restauré : on repart toujours de l'image entière.
+  final double? initialRotation;
 
   const CropScreen({
     super.key,
     required this.imagePath,
+    this.originalImagePath,
     required this.targetType,
-    this.initialScale,
-    this.initialOffset,
+    this.initialRotation,
   });
 
   @override
@@ -45,14 +56,20 @@ class _CropScreenState extends State<CropScreen> {
   late Size _viewportSize;
   late double _cropSize;
 
+  /// L'image effectivement travaillée par cet écran : toujours l'originale.
+  String get _workingImagePath =>
+      widget.originalImagePath ?? widget.imagePath;
+
   @override
   void initState() {
     super.initState();
+    // On restaure uniquement la rotation (pas le zoom).
+    _rotation = widget.initialRotation ?? 0.0;
     _loadImageInfo();
   }
 
   Future<void> _loadImageInfo() async {
-    final file = File(widget.imagePath);
+    final file = File(_workingImagePath);
     final decodedImage = await decodeImageFromList(await file.readAsBytes());
     if (mounted) {
       setState(() {
@@ -101,44 +118,10 @@ class _CropScreenState extends State<CropScreen> {
           ? 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 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.withValues(alpha: 0.8), fontSize: 14, fontWeight: FontWeight.w500),
-                      ),
-                    ),
-                  ],
-                ),
-                const SizedBox(height: 4),
-                Text(
-                  'Glissez à un doigt pour déplacer, pincez pour zoomer',
-                  style: TextStyle(color: Colors.white.withValues(alpha: 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.
+          // Zone interactive de crop
           Expanded(
-            child: Padding(
-              padding: const EdgeInsets.all(20),
-              child: Center(
-                child: AspectRatio(
-                  aspectRatio: 1.0,
             child: Container(
+              margin: const EdgeInsets.all(20),
               decoration: BoxDecoration(
                 borderRadius: BorderRadius.circular(12),
                 border: Border.all(color: Colors.white10),
@@ -149,14 +132,31 @@ class _CropScreenState extends State<CropScreen> {
               ),
             ),
           ),
-              ),
-            ),
-          ),
 
-          const SizedBox(height: 8),
-
-          // CROIX DIRECTIONNELLE — déplace la photo pixel par pixel.
-          _buildDirectionalPad(),
+          // TEXTE D'AIDE AJUSTÉ
+          Padding(
+            padding: const EdgeInsets.symmetric(horizontal: 20),
+            child: Column(
+              children: [
+                Row(
+                  mainAxisAlignment: MainAxisAlignment.center,
+                  children: [
+                    const Icon(Icons.center_focus_strong, color: Color(0xFF00FF00), size: 20),
+                    const SizedBox(width: 8),
+                    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(
+                  'Glissez à un doigt pour déplacer, pincez pour zoomer',
+                  style: TextStyle(color: Colors.white.withOpacity(0.5), fontSize: 12),
+                ),
+              ],
+            ),
+          ),
 
           const SizedBox(height: 16),
 
@@ -255,11 +255,24 @@ class _CropScreenState extends State<CropScreen> {
       builder: (context, constraints) {
         _viewportSize = Size(constraints.maxWidth, constraints.maxHeight);
 
-        // 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);
+// FIX : On calcule d'abord la taille de la photo affichée avant de définir la taille du cadre vert !
+        final imageAspect = _imageSize != null ? _imageSize!.width / _imageSize!.height : 1.0;
+        final viewportAspect = _viewportSize.width / _viewportSize.height;
 
-        if (_scale == 1.0 && _offset == Offset.zero && _rotation == 0.0) {
+        double displayWidth, displayHeight;
+        if (imageAspect > viewportAspect) {
+          displayWidth = _viewportSize.width;
+          displayHeight = _viewportSize.width / imageAspect;
+        } else {
+          displayHeight = _viewportSize.height;
+          displayWidth = _viewportSize.height * imageAspect;
+        }
+
+// Le cadre couvre TOUT le petit côté de l'image affichée (carré maximum),
+// au lieu des 85% précédents qui rognaient inutilement les bords.
+        _cropSize = math.min(displayWidth, displayHeight);
+
+        if (_scale == 1.0 && _offset == Offset.zero) {
           _initializeImagePosition();
         }
 
@@ -274,12 +287,12 @@ class _CropScreenState extends State<CropScreen> {
                   child: Transform(
                     transform: Matrix4.identity()
                       ..setTranslationRaw(_offset.dx, _offset.dy, 0)
-                      ..scaleByDouble(_scale, _scale, _scale, 1.0)
+                      ..scale(_scale, _scale)
                       ..rotateZ(_rotation * (math.pi / 180)),
                     alignment: Alignment.center,
                     child: Image.file(
-                      File(widget.imagePath),
-                      fit: BoxFit.cover,
+                      File(_workingImagePath),
+                      fit: BoxFit.contain,
                       width: _viewportSize.width,
                       height: _viewportSize.height,
                     ),
@@ -296,14 +309,14 @@ class _CropScreenState extends State<CropScreen> {
                         child: Container(
                           width: double.infinity,
                           height: 1.5,
-                          color: const Color(0xFF00FF00).withValues(alpha: 0.6),
+                          color: const Color(0xFF00FF00).withOpacity(0.6),
                         ),
                       ),
                       Center(
                         child: Container(
                           width: 1.5,
                           height: double.infinity,
-                          color: const Color(0xFF00FF00).withValues(alpha: 0.6),
+                          color: const Color(0xFF00FF00).withOpacity(0.6),
                         ),
                       ),
                     ],
@@ -350,71 +363,23 @@ class _CropScreenState extends State<CropScreen> {
   void _initializeImagePosition() {
     if (_imageSize == null) return;
 
-    // 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;
+    final imageAspect = _imageSize!.width / _imageSize!.height;
+    final viewportAspect = _viewportSize.width / _viewportSize.height;
 
-    // 3. Réinitialisation propre de l'offset au centre de la zone d'affichage
-    if (widget.initialOffset != null) {
-      _offset = widget.initialOffset!;
+    // 1. Calcul strict de la taille de l'image affichée en BoxFit.contain
+    double displayWidth, displayHeight;
+    if (imageAspect > viewportAspect) {
+      displayWidth = _viewportSize.width;
+      displayHeight = _viewportSize.width / imageAspect;
     } else {
-      _offset = Offset.zero; // Force l'image à se centrer parfaitement sur la croix verte
-    }
+      displayHeight = _viewportSize.height;
+      displayWidth = _viewportSize.height * imageAspect;
     }
 
-  // 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('+'),
-      ],
-    );
-  }
-
-  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);
-    });
+    // On repart TOUJOURS de l'image entière, centrée, sans zoom :
+    // c'est ce qui empêche tout cumul de recadrage entre les allers-retours.
+    _scale = 1.0;
+    _offset = Offset.zero;
   }
 
   void _onScaleStart(ScaleStartDetails details) {
@@ -434,26 +399,24 @@ class _CropScreenState extends State<CropScreen> {
   Future<void> _onCropConfirm() async {
     setState(() => _isLoading = true);
     try {
-      // 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,
-      );
+      // CORRECTIF ZOOM : On sauvegarde et réinitialise le zoom avant de calculer
+      // la zone de découpe pour ne pas transmettre le zoom aux écrans suivants
+      final savedScale = _scale;
+      final savedOffset = _offset;
+      _scale = 1.0;
+      _offset = Offset.zero;
 
-      // 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,
+      final cropRect = _calculateCropRect();
+
+      // On restaure pour l'affichage (au cas où on revient en arrière)
+      _scale = savedScale;
+      _offset = savedOffset;
+
+      // Le crop est TOUJOURS calculé sur l'image originale, jamais sur un
+      // résultat déjà recadré.
+      final croppedImagePath = await _cropService.cropToSquare(
+        _workingImagePath,
+        cropRect,
         rotationDegrees: _rotation,
       );
 
@@ -467,16 +430,13 @@ class _CropScreenState extends State<CropScreen> {
         MaterialPageRoute(
           builder: (_) => AnalysisScreen(
             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,
+            // On fait suivre l'ORIGINAL et la rotation choisie, pour pouvoir
+            // revenir au centrage sans jamais re-recadrer le résultat.
+            originalImagePath: _workingImagePath,
+            cropRotation: _rotation,
             targetType: widget.targetType,
             initialCenterX: targetCenterX,
             initialCenterY: targetCenterY,
-            cropScale: 1.0,
-            cropOffset: Offset.zero,
-            cropRotation: 0.0,
           ),
         ),
       );
@@ -490,4 +450,43 @@ class _CropScreenState extends State<CropScreen> {
     }
   }
 
+  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;
+
+    double displayWidth, displayHeight;
+    if (imageAspect > viewportAspect) {
+      displayWidth = _viewportSize.width;
+      displayHeight = _viewportSize.width / imageAspect;
+    } else {
+      displayHeight = _viewportSize.height;
+      displayWidth = _viewportSize.height * imageAspect;
+    }
+
+    final scaledWidth = displayWidth * _scale;
+    final scaledHeight = displayHeight * _scale;
+
+    final imageCenterX = _viewportSize.width / 2 + _offset.dx;
+    final imageCenterY = _viewportSize.height / 2 + _offset.dy;
+
+    final imageLeft = imageCenterX - scaledWidth / 2;
+    final imageTop = imageCenterY - scaledHeight / 2;
+
+    final cropLeft = (_viewportSize.width - _cropSize) / 2;
+    final cropTop = (_viewportSize.height - _cropSize) / 2;
+
+    final relCropLeft = (cropLeft - imageLeft) / scaledWidth;
+    final relCropTop = (cropTop - imageTop) / scaledHeight;
+    final relCropWidth = _cropSize / scaledWidth;
+    final relCropHeight = _cropSize / scaledHeight;
+
+    return CropRect(
+      x: relCropLeft.clamp(0.0, 1.0),
+      y: relCropTop.clamp(0.0, 1.0),
+      width: relCropWidth.clamp(0.0, 1.0),
+      height: relCropHeight.clamp(0.0, 1.0),
+    );
+  }
 }

lib/features/garage/weapon_detail_screen.dart

@@ -19,7 +19,6 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
   late Weapon _weapon;
   List<MaintenanceEntry> _maintenance = [];
   int _totalRounds = 0;
-  int _sessionCount = 0;
   bool _isLoading = true;
 
   @override
@@ -33,12 +32,10 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
     final repository = context.read<SessionRepository>();
     final history = await repository.getMaintenanceHistory(_weapon.id);
     final rounds = await repository.getRoundsFiredForWeapon(_weapon.id);
-    final sessions = await repository.getSessionCountForWeapon(_weapon.id);
     if (mounted) {
       setState(() {
         _maintenance = history;
         _totalRounds = rounds;
-        _sessionCount = sessions;
         _isLoading = false;
       });
     }
@@ -52,7 +49,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
         actions: [
           IconButton(
             icon: const Icon(Icons.edit),
-            onPressed: _showEditWeaponDialog,
+            onPressed: () => _showEditWeaponDialog(context),
           ),
         ],
       ),
@@ -74,7 +71,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
               ),
             ),
       floatingActionButton: FloatingActionButton.extended(
-        onPressed: _showAddMaintenanceDialog,
+        onPressed: () => _showAddMaintenanceDialog(context),
         label: const Text('Entretien'),
         icon: const Icon(Icons.build),
       ),
@@ -96,7 +93,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
         Expanded(
           child: _buildStatCard(
             'Sessions',
-            _sessionCount.toString(),
+            'N/A',
             Icons.history,
             Colors.orange,
           ),
@@ -152,24 +149,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
         child: Column(
           crossAxisAlignment: CrossAxisAlignment.start,
           children: [
-            Row(
-              mainAxisAlignment: MainAxisAlignment.spaceBetween,
-              children: [
-                const Expanded(
-                  child: Text('Options & Personnalisation', style: TextStyle(fontWeight: FontWeight.bold, fontSize: 16)),
-                ),
-                IconButton(
-                  tooltip: 'Modifier les accessoires (crée une nouvelle configuration)',
-                  icon: const Icon(Icons.edit, color: Colors.white, size: 18),
-                  style: IconButton.styleFrom(
-                    backgroundColor: AppTheme.primaryColor,
-                    padding: const EdgeInsets.all(8),
-                    minimumSize: const Size(36, 36),
-                  ),
-                  onPressed: _showEditAccessoriesDialog,
-                ),
-              ],
-            ),
+            const Text('Options & Personnalisation', style: TextStyle(fontWeight: FontWeight.bold, fontSize: 16)),
             const Divider(),
             _buildInfoRow('Optique / Lunette', _weapon.optic ?? 'Mire fer'),
             _buildInfoRow('Modérateur / Silencieux', _weapon.silencer ?? 'Aucun'),
@@ -223,7 +203,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
                   title: Text(entry.type.displayName),
                   subtitle: Text(entry.description),
                   trailing: Text(DateFormat('dd/MM/yy').format(entry.date), style: const TextStyle(fontSize: 12)),
-                  onLongPress: () => _confirmDeleteMaintenance(entry),
+                  onLongPress: () => _confirmDeleteMaintenance(context, entry),
                 ),
               );
             },
@@ -252,36 +232,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
     }
   }
 
-  // Recentre le champ qui prend le focus au milieu de la vue restante une fois
-  // le clavier ouvert. Sans cela, l'AlertDialog se rétrécit et le champ ciblé
-  // (ex: Modérateur) se retrouve caché sous le clavier.
-  Widget _autoScrollOnFocus(Widget child) {
-    return Builder(
-      builder: (context) => Focus(
-        canRequestFocus: false,
-        skipTraversal: true,
-        onFocusChange: (hasFocus) {
-          if (!hasFocus) return;
-          // On attend que le clavier ait fini de redimensionner la vue.
-          Future.delayed(const Duration(milliseconds: 300), () {
-            if (context.mounted) {
-              Scrollable.ensureVisible(
-                context,
-                alignment: 0.5,
-                duration: const Duration(milliseconds: 250),
-                curve: Curves.easeInOut,
-              );
-            }
-          });
-        },
-        child: child,
-      ),
-    );
-  }
-
-  void _showEditWeaponDialog() async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
+  void _showEditWeaponDialog(BuildContext context) async {
     final nameController = TextEditingController(text: _weapon.name);
     final caliberController = TextEditingController(text: _weapon.caliber);
     final magCountController = TextEditingController(text: _weapon.magazineCount.toString());
@@ -302,41 +253,41 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
             child: Column(
               mainAxisSize: MainAxisSize.min,
               children: [
-                _autoScrollOnFocus(TextField(
+                TextField(
                   controller: nameController,
                   decoration: const InputDecoration(labelText: 'Modèle', hintText: 'ex: Glock 17'),
-                )),
-                _autoScrollOnFocus(TextField(
+                ),
+                TextField(
                   controller: customNameController,
                   decoration: const InputDecoration(labelText: 'Surnom / Custom Name', hintText: 'ex: Mon Glock de Compète'),
-                )),
+                ),
                 DropdownButtonFormField<WeaponType>(
-                  initialValue: selectedType,
+                  value: selectedType,
                   decoration: const InputDecoration(labelText: 'Type'),
                   items: WeaponType.values.map((t) => DropdownMenuItem(value: t, child: Text(t.displayName))).toList(),
                   onChanged: (v) => setState(() => selectedType = v!),
                 ),
-                _autoScrollOnFocus(TextField(
+                TextField(
                   controller: caliberController,
                   decoration: const InputDecoration(labelText: 'Calibre'),
-                )),
+                ),
                 const SizedBox(height: 16),
                 const Text('Équipement & Options', style: TextStyle(fontWeight: FontWeight.bold)),
-                _autoScrollOnFocus(TextField(
+                TextField(
                   controller: opticController,
                   decoration: const InputDecoration(labelText: 'Optique / Lunette', hintText: 'ex: Holosun 507C'),
-                )),
-                _autoScrollOnFocus(TextField(
+                ),
+                TextField(
                   controller: silencerController,
                   decoration: const InputDecoration(labelText: 'Modérateur / Silencieux'),
-                )),
-                _autoScrollOnFocus(TextField(
+                ),
+                TextField(
                   controller: triggerController,
                   decoration: const InputDecoration(labelText: 'Détente / Trigger'),
-                )),
+                ),
                 const SizedBox(height: 16),
                 const Text('Logistique', style: TextStyle(fontWeight: FontWeight.bold)),
-                _autoScrollOnFocus(Row(
+                Row(
                   children: [
                     Expanded(
                       child: TextField(
@@ -354,12 +305,12 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
                       ),
                     ),
                   ],
-                )),
-                _autoScrollOnFocus(TextField(
+                ),
+                TextField(
                   controller: notesController,
                   decoration: const InputDecoration(labelText: 'Notes'),
                   maxLines: 2,
-                )),
+                ),
               ],
             ),
           ),
@@ -385,125 +336,17 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
         customName: customNameController.text.isEmpty ? null : customNameController.text,
       );
       
+      final repository = context.read<SessionRepository>();
       await repository.updateWeapon(updatedWeapon);
-      if (!mounted) return;
       setState(() {
         _weapon = updatedWeapon;
       });
     }
   }
 
-  // Édition rapide des accessoires uniquement. Comme la qualité de tir dépend
-  // fortement des accessoires, on ne modifie PAS l'arme existante : on crée une
-  // nouvelle arme (même modèle, accessoires différents) dans l'armurerie afin de
-  // pouvoir comparer les scores selon la configuration utilisée.
-  void _showEditAccessoriesDialog() async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
-    final opticController = TextEditingController(text: _weapon.optic);
-    final silencerController = TextEditingController(text: _weapon.silencer);
-    final triggerController = TextEditingController(text: _weapon.trigger);
-    final customNameController = TextEditingController(text: _weapon.customName);
-
-    final result = await showDialog<bool>(
-      context: context,
-      builder: (context) => AlertDialog(
-        title: const Text('Modifier les accessoires'),
-        content: SingleChildScrollView(
-          child: Column(
-            mainAxisSize: MainAxisSize.min,
-            children: [
-              const Text(
-                'Une nouvelle arme sera créée dans l\'armurerie avec ces accessoires, '
-                'pour pouvoir comparer les scores selon la configuration.',
-                style: TextStyle(fontSize: 12, color: Colors.grey),
-              ),
-              const SizedBox(height: 12),
-              _autoScrollOnFocus(TextField(
-                controller: opticController,
-                decoration: const InputDecoration(labelText: 'Optique / Lunette', hintText: 'ex: Holosun 507C'),
-              )),
-              _autoScrollOnFocus(TextField(
-                controller: silencerController,
-                decoration: const InputDecoration(labelText: 'Modérateur / Silencieux'),
-              )),
-              _autoScrollOnFocus(TextField(
-                controller: triggerController,
-                decoration: const InputDecoration(labelText: 'Détente / Trigger'),
-              )),
-              _autoScrollOnFocus(TextField(
-                controller: customNameController,
-                decoration: const InputDecoration(
-                  labelText: 'Surnom de la configuration',
-                  hintText: 'ex: Echelon + Holosun',
-                ),
-              )),
-            ],
-          ),
-        ),
-        actions: [
-          TextButton(onPressed: () => Navigator.pop(context, false), child: const Text('Annuler')),
-          ElevatedButton(onPressed: () => Navigator.pop(context, true), child: const Text('Créer la configuration')),
-        ],
-      ),
-    );
-
-    if (result != true || !mounted) return;
-
-    final newOptic = opticController.text.isEmpty ? null : opticController.text;
-    final newSilencer = silencerController.text.isEmpty ? null : silencerController.text;
-    final newTrigger = triggerController.text.isEmpty ? null : triggerController.text;
-    var newCustomName = customNameController.text.isEmpty ? null : customNameController.text;
-
-    // Rien à faire si aucun accessoire n'a changé.
-    final unchanged = newOptic == _weapon.optic &&
-        newSilencer == _weapon.silencer &&
-        newTrigger == _weapon.trigger;
-    if (unchanged) {
-      ScaffoldMessenger.of(context).showSnackBar(
-        const SnackBar(content: Text('Aucun accessoire modifié, aucune configuration créée.')),
-      );
-      return;
-    }
-
-    // Génère un surnom par défaut décrivant la config si l'utilisateur n'en a pas saisi.
-    if (newCustomName == null) {
-      final accessories = [newOptic, newSilencer, newTrigger]
-          .where((a) => a != null && a.isNotEmpty)
-          .join(' / ');
-      newCustomName = accessories.isEmpty ? null : '${_weapon.name} ($accessories)';
-    }
-
-    final newWeapon = await repository.addWeapon(
-      name: _weapon.name,
-      type: _weapon.type,
-      caliber: _weapon.caliber,
-      magazineCount: _weapon.magazineCount,
-      magazineCapacity: _weapon.magazineCapacity,
-      notes: _weapon.notes,
-      optic: newOptic,
-      silencer: newSilencer,
-      trigger: newTrigger,
-      customName: newCustomName,
-    );
-
-    if (!mounted) return;
-    ScaffoldMessenger.of(context).showSnackBar(
-      SnackBar(content: Text('Nouvelle configuration créée : ${newWeapon.displayName}')),
-    );
-    // On bascule sur la nouvelle arme pour que les sessions suivantes y soient rattachées.
-    Navigator.pushReplacement(
-      context,
-      MaterialPageRoute(builder: (_) => WeaponDetailScreen(weapon: newWeapon)),
-    );
-  }
-
-  void _showAddMaintenanceDialog() async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
+  void _showAddMaintenanceDialog(BuildContext context) async {
     final descController = TextEditingController();
     MaintenanceType selectedType = MaintenanceType.cleaning;
-    DateTime selectedDate = DateTime.now();
 
     final result = await showDialog<bool>(
       context: context,
@@ -514,7 +357,7 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
             mainAxisSize: MainAxisSize.min,
             children: [
               DropdownButtonFormField<MaintenanceType>(
-                initialValue: selectedType,
+                value: selectedType,
                 decoration: const InputDecoration(labelText: 'Type d\'intervention'),
                 items: MaintenanceType.values.map((t) => DropdownMenuItem(value: t, child: Text(t.displayName))).toList(),
                 onChanged: (v) => setState(() => selectedType = v!),
@@ -524,27 +367,6 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
                 decoration: const InputDecoration(labelText: 'Description', hintText: 'ex: Nettoyage complet après séance'),
                 maxLines: 2,
               ),
-              const SizedBox(height: 8),
-              InkWell(
-                onTap: () async {
-                  final picked = await showDatePicker(
-                    context: context,
-                    initialDate: selectedDate,
-                    firstDate: DateTime(2000),
-                    lastDate: DateTime.now(),
-                  );
-                  if (picked != null) {
-                    setState(() => selectedDate = picked);
-                  }
-                },
-                child: InputDecorator(
-                  decoration: const InputDecoration(
-                    labelText: 'Date',
-                    suffixIcon: Icon(Icons.calendar_today, size: 18),
-                  ),
-                  child: Text(DateFormat('dd/MM/yyyy').format(selectedDate)),
-                ),
-              ),
             ],
           ),
           actions: [
@@ -556,21 +378,18 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
     );
 
     if (result == true && descController.text.isNotEmpty) {
+      final repository = context.read<SessionRepository>();
       await repository.addMaintenanceEntry(
         weaponId: _weapon.id,
         type: selectedType,
         description: descController.text,
         roundsSinceLast: _totalRounds,
-        date: selectedDate,
       );
-      if (!mounted) return;
       _loadData();
     }
   }
 
-  void _confirmDeleteMaintenance(MaintenanceEntry entry) async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
+  void _confirmDeleteMaintenance(BuildContext context, MaintenanceEntry entry) async {
     final confirmed = await showDialog<bool>(
       context: context,
       builder: (context) => AlertDialog(
@@ -587,8 +406,8 @@ class _WeaponDetailScreenState extends State<WeaponDetailScreen> {
     );
 
     if (confirmed == true) {
+      final repository = context.read<SessionRepository>();
       await repository.deleteMaintenanceEntry(entry.id);
-      if (!mounted) return;
       _loadData();
     }
   }

lib/features/garage/weapon_list_screen.dart

@@ -46,7 +46,7 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
               ? _buildEmptyState()
               : _buildWeaponList(),
       floatingActionButton: FloatingActionButton(
-        onPressed: _showAddWeaponDialog,
+        onPressed: () => _showAddWeaponDialog(context),
         child: const Icon(Icons.add),
       ),
     );
@@ -62,7 +62,7 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
           const Text('Aucune arme enregistrée'),
           const SizedBox(height: 24),
           ElevatedButton(
-            onPressed: _showAddWeaponDialog,
+            onPressed: () => _showAddWeaponDialog(context),
             child: const Text('Ajouter ma première arme'),
           ),
         ],
@@ -76,58 +76,19 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
       itemCount: _weapons.length,
       itemBuilder: (context, index) {
         final weapon = _weapons[index];
-        final accessories = _accessoryChips(weapon);
         return Card(
           margin: const EdgeInsets.only(bottom: 12),
-          child: InkWell(
-            borderRadius: BorderRadius.circular(12),
-            onTap: () async {
-              await Navigator.push(
-                context,
-                MaterialPageRoute(builder: (_) => WeaponDetailScreen(weapon: weapon)),
-              );
-              _loadWeapons(); // Reload in case it was edited or maintenance was added
-            },
-            onLongPress: () => _confirmDelete(weapon),
-            child: Padding(
-              // La hauteur du cadre s'adapte automatiquement à la liste d'accessoires.
-              padding: const EdgeInsets.symmetric(horizontal: 16, vertical: 12),
-              child: Row(
-                crossAxisAlignment: CrossAxisAlignment.center,
-                children: [
-                  CircleAvatar(
+          child: ListTile(
+            leading: CircleAvatar(
               backgroundColor: AppTheme.primaryColor.withValues(alpha: 0.1),
               child: Icon(
                 weapon.type == WeaponType.handgun ? Icons.shield : Icons.ads_click,
                 color: AppTheme.primaryColor,
               ),
             ),
-                  const SizedBox(width: 16),
-                  Expanded(
-                    child: Column(
-                      crossAxisAlignment: CrossAxisAlignment.start,
-                      mainAxisSize: MainAxisSize.min,
-                      children: [
-                        Text(weapon.displayName, style: const TextStyle(fontWeight: FontWeight.bold)),
-                        if (accessories.isNotEmpty) ...[
-                          const SizedBox(height: 6),
-                          Wrap(
-                            spacing: 6,
-                            runSpacing: 6,
-                            children: accessories,
-                          ),
-                          const SizedBox(height: 6),
-                        ] else
-                          const SizedBox(height: 2),
-                        Text(
-                          '${weapon.type.displayName} • ${weapon.caliber}',
-                          style: const TextStyle(fontSize: 13, color: Colors.grey),
-                        ),
-                      ],
-                    ),
-                  ),
-                  const SizedBox(width: 12),
-                  Column(
+            title: Text(weapon.displayName, style: const TextStyle(fontWeight: FontWeight.bold)),
+            subtitle: Text('${weapon.type.displayName} • ${weapon.caliber}'),
+            trailing: Column(
               mainAxisAlignment: MainAxisAlignment.center,
               crossAxisAlignment: CrossAxisAlignment.end,
               children: [
@@ -135,53 +96,21 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
                 Text('${weapon.magazineCapacity} coups', style: const TextStyle(fontSize: 12, color: Colors.grey)),
               ],
             ),
-                ],
-              ),
-            ),
+            onTap: () async {
+              await Navigator.push(
+                context,
+                MaterialPageRoute(builder: (_) => WeaponDetailScreen(weapon: weapon)),
+              );
+              _loadWeapons(); // Reload in case it was edited or maintenance was added
+            },
+            onLongPress: () => _confirmDelete(context, weapon),
           ),
         );
       },
     );
   }
 
-  // Construit la liste des "puces" d'accessoires renseignés pour une arme.
-  // Seuls les accessoires effectivement définis sont affichés ; la card
-  // s'agrandit donc en fonction du nombre d'accessoires.
-  List<Widget> _accessoryChips(Weapon weapon) {
-    final items = <(IconData, String)>[];
-    if (weapon.optic != null && weapon.optic!.isNotEmpty) {
-      items.add((Icons.center_focus_strong, weapon.optic!));
-    }
-    if (weapon.silencer != null && weapon.silencer!.isNotEmpty) {
-      items.add((Icons.volume_off, weapon.silencer!));
-    }
-    if (weapon.trigger != null && weapon.trigger!.isNotEmpty) {
-      items.add((Icons.touch_app, weapon.trigger!));
-    }
-
-    return items.map((item) {
-      return Container(
-        padding: const EdgeInsets.symmetric(horizontal: 8, vertical: 3),
-        decoration: BoxDecoration(
-          color: AppTheme.primaryColor.withValues(alpha: 0.08),
-          borderRadius: BorderRadius.circular(20),
-          border: Border.all(color: AppTheme.primaryColor.withValues(alpha: 0.25)),
-        ),
-        child: Row(
-          mainAxisSize: MainAxisSize.min,
-          children: [
-            Icon(item.$1, size: 13, color: AppTheme.primaryColor),
-            const SizedBox(width: 4),
-            Text(item.$2, style: const TextStyle(fontSize: 12)),
-          ],
-        ),
-      );
-    }).toList();
-  }
-
-  void _showAddWeaponDialog() async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
+  void _showAddWeaponDialog(BuildContext context) async {
     final nameController = TextEditingController();
     final caliberController = TextEditingController();
     final magCountController = TextEditingController(text: '2');
@@ -202,7 +131,7 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
                   decoration: const InputDecoration(labelText: 'Nom de l\'arme', hintText: 'ex: Glock 17'),
                 ),
                 DropdownButtonFormField<WeaponType>(
-                  initialValue: selectedType,
+                  value: selectedType,
                   decoration: const InputDecoration(labelText: 'Type'),
                   items: WeaponType.values.map((t) => DropdownMenuItem(value: t, child: Text(t.displayName))).toList(),
                   onChanged: (v) => setState(() => selectedType = v!),
@@ -242,6 +171,7 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
     );
 
     if (result == true && nameController.text.isNotEmpty) {
+      final repository = context.read<SessionRepository>();
       await repository.addWeapon(
         name: nameController.text,
         type: selectedType,
@@ -249,14 +179,11 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
         magazineCount: int.tryParse(magCountController.text) ?? 1,
         magazineCapacity: int.tryParse(magCapController.text) ?? 10,
       );
-      if (!mounted) return;
       _loadWeapons();
     }
   }
 
-  void _confirmDelete(Weapon weapon) async {
-    // Capturé AVANT l'await : plus aucun usage du context après le dialogue.
-    final repository = context.read<SessionRepository>();
+  void _confirmDelete(BuildContext context, Weapon weapon) async {
     final confirmed = await showDialog<bool>(
       context: context,
       builder: (context) => AlertDialog(
@@ -273,8 +200,8 @@ class _WeaponListScreenState extends State<WeaponListScreen> {
     );
 
     if (confirmed == true) {
+      final repository = context.read<SessionRepository>();
       await repository.deleteWeapon(weapon.id);
-      if (!mounted) return;
       _loadWeapons();
     }
   }

lib/features/history/history_screen.dart

@@ -11,13 +11,7 @@ import 'widgets/session_list_item.dart';
 import 'widgets/history_chart.dart';
 
 class HistoryScreen extends StatefulWidget {
-  /// Incrémenté par la navigation à chaque ouverture de l'onglet Historique,
-  /// pour forcer un rechargement des sessions (l'écran est gardé vivant par un
-  /// IndexedStack, sinon une session tout juste clôturée n'apparaîtrait pas
-  /// tant qu'on ne tire pas manuellement pour rafraîchir).
-  final int refreshTick;
-
-  const HistoryScreen({super.key, this.refreshTick = 0});
+  const HistoryScreen({super.key});
 
   @override
   State<HistoryScreen> createState() => _HistoryScreenState();
@@ -37,16 +31,6 @@ class _HistoryScreenState extends State<HistoryScreen> {
     _loadSessions();
   }
 
-  @override
-  void didUpdateWidget(HistoryScreen oldWidget) {
-    super.didUpdateWidget(oldWidget);
-    // L'onglet vient d'être ré-ouvert : on recharge pour afficher les sessions
-    // récemment clôturées sans avoir à tirer manuellement pour rafraîchir.
-    if (oldWidget.refreshTick != widget.refreshTick) {
-      _loadSessions();
-    }
-  }
-
   Future<void> _loadSessions() async {
     if (!mounted) return;
     setState(() => _isLoading = true);
@@ -59,14 +43,6 @@ class _HistoryScreenState extends State<HistoryScreen> {
         setState(() {
           _sessions = sessions;
 
-          // --- FILTRAGE PAR TYPE DE CIBLE ---
-          // Une session est retenue si au moins une de ses cibles est du type choisi.
-          if (_filterType != null) {
-            _sessions = _sessions
-                .where((s) => s.analyses.any((a) => a.targetType == _filterType))
-                .toList();
-          }
-
           // --- LOGIQUE DE FILTRAGE PAR PÉRIODE ---
           if (_selectedDateRange != null) {
             _sessions = _sessions.where((s) {
@@ -127,7 +103,7 @@ class _HistoryScreenState extends State<HistoryScreen> {
               onSurface: Colors.black87,        // Texte des dates (Noir sur Blanc)
               secondary: AppTheme.primaryColor,
             ),
-            dialogTheme: const DialogThemeData(backgroundColor: Colors.white),
+            dialogBackgroundColor: Colors.white,
             textButtonTheme: TextButtonThemeData(
               style: TextButton.styleFrom(foregroundColor: AppTheme.primaryColor),
             ),
@@ -149,29 +125,17 @@ class _HistoryScreenState extends State<HistoryScreen> {
       appBar: AppBar(
         title: const Text('Historique'),
         actions: [
-          // NOTE : on passe par un String sentinelle ('all') car un
-          // PopupMenuItem avec value null ne déclenche jamais onSelected
-          // (Flutter l'interprète comme une annulation du menu).
-          PopupMenuButton<String>(
-            icon: Icon(
-              Icons.filter_list,
-              // Icône colorée quand un filtre est actif, pour le rendre visible.
-              color: _filterType != null ? AppTheme.primaryColor : null,
-            ),
-            onSelected: (value) {
-              setState(() {
-                _filterType =
-                    value == 'all' ? null : TargetType.fromString(value);
-              });
+          PopupMenuButton<TargetType?>(
+            icon: const Icon(Icons.filter_list),
+            onSelected: (type) {
+              setState(() => _filterType = type);
               _loadSessions();
             },
             itemBuilder: (context) => [
-              const PopupMenuItem(value: 'all', child: Text('Tous')),
+              const PopupMenuItem(value: null, child: Text('Tous')),
               ...TargetType.values.map(
-                (type) => PopupMenuItem(
-                  value: type.name,
-                  child: Text(type.displayName),
-                ),
+                (type) =>
+                    PopupMenuItem(value: type, child: Text(type.displayName)),
               ),
             ],
           ),

lib/features/home/home_screen.dart

@@ -25,43 +25,12 @@ class _HomeScreenState extends State<HomeScreen> {
   List<Session> _recentSessions = [];
   bool _isLoading = true;
 
-  SessionProvider? _sessionProvider;
-  bool _wasSessionActive = false;
-
   @override
   void initState() {
     super.initState();
     _loadStats();
   }
 
-  @override
-  void didChangeDependencies() {
-    super.didChangeDependencies();
-    final provider = context.read<SessionProvider>();
-    if (provider != _sessionProvider) {
-      _sessionProvider?.removeListener(_onSessionChanged);
-      _sessionProvider = provider;
-      _sessionProvider!.addListener(_onSessionChanged);
-      _wasSessionActive = provider.isSessionActive;
-    }
-  }
-
-  void _onSessionChanged() {
-    final isActive = _sessionProvider?.isSessionActive ?? false;
-    // Quand une session vient de se terminer, on rafraîchit les stats
-    // automatiquement pour prendre en compte la dernière session.
-    if (_wasSessionActive && !isActive) {
-      _loadStats();
-    }
-    _wasSessionActive = isActive;
-  }
-
-  @override
-  void dispose() {
-    _sessionProvider?.removeListener(_onSessionChanged);
-    super.dispose();
-  }
-
   Future<void> _loadStats() async {
     final repository = context.read<SessionRepository>();
     final stats = await repository.getStatistics();

lib/features/session/session_provider.dart

@@ -1,5 +1,7 @@
 import 'package:flutter/foundation.dart';
+import '../../data/models/session.dart';
 import '../../data/models/target_analysis.dart';
+import '../../data/models/weapon.dart';
 
 class SessionProvider extends ChangeNotifier {
   DateTime? _sessionDate;

lib/features/session/session_setup_screen.dart

@@ -168,7 +168,7 @@ class _SessionSetupScreenState extends State<SessionSetupScreen> {
                 Column(
                   children: [
                     DropdownButtonFormField<Weapon>(
-                      initialValue: _selectedWeapon,
+                      value: _selectedWeapon,
                       decoration: InputDecoration(
                         labelText: 'Sélectionner une arme',
                         prefixIcon: const Icon(Icons.shield),

lib/features/settings/settings_screen.dart

@@ -67,7 +67,7 @@ class _SettingsScreenState extends State<SettingsScreen> {
         if (mounted) setState(() => _isLoadingStats = false);
       }
     } catch (e) {
-      debugPrint('Erreur lors du chargement des statistiques: $e');
+      print('Erreur lors du chargement des statistiques: $e');
       if (mounted) setState(() => _isLoadingStats = false);
     }
   }
@@ -85,6 +85,8 @@ class _SettingsScreenState extends State<SettingsScreen> {
   }
 
   void _showThemeDialog() {
+    final themeProvider = context.read<ThemeProvider>();
+    
     showDialog(
       context: context,
       builder: (context) => AlertDialog(
@@ -245,79 +247,6 @@ class _SettingsScreenState extends State<SettingsScreen> {
     );
   }
 
-  // Rapport de bug autonome : on collecte une description + les infos
-  // techniques, et on copie un rapport prêt à coller dans un email de support.
-  void _showReportBugDialog() {
-    final descController = TextEditingController();
-    const supportEmail = 'monadressemaildesupport@nomdelapplication.com';
-    const appVersion = '1.0.0';
-    final platform = Theme.of(context).platform.name;
-
-    showDialog(
-      context: context,
-      builder: (context) => AlertDialog(
-        title: const Text('Signaler un bug'),
-        content: SingleChildScrollView(
-          child: Column(
-            mainAxisSize: MainAxisSize.min,
-            crossAxisAlignment: CrossAxisAlignment.start,
-            children: [
-              const Text(
-                'Décrivez le problème : ce que vous faisiez, ce qui était attendu et ce qui s\'est passé.',
-                style: TextStyle(fontSize: 13, color: Colors.grey),
-              ),
-              const SizedBox(height: 12),
-              TextField(
-                controller: descController,
-                maxLines: 5,
-                decoration: const InputDecoration(
-                  hintText: 'Ex: l\'application se ferme quand j\'ouvre une session...',
-                  border: OutlineInputBorder(),
-                ),
-              ),
-              const SizedBox(height: 12),
-              Text(
-                'Infos techniques jointes : version $appVersion • $platform',
-                style: const TextStyle(fontSize: 11, color: Colors.grey),
-              ),
-            ],
-          ),
-        ),
-        actions: [
-          TextButton(
-            onPressed: () => Navigator.pop(context),
-            child: const Text('Annuler'),
-          ),
-          ElevatedButton.icon(
-            icon: const Icon(Icons.copy, size: 18),
-            label: const Text('Copier le rapport'),
-            onPressed: () {
-              final desc = descController.text.trim();
-              final report = StringBuffer()
-                ..writeln('--- Rapport de bug ---')
-                ..writeln('Version : $appVersion')
-                ..writeln('Plateforme : $platform')
-                ..writeln('Date : ${DateTime.now().toIso8601String()}')
-                ..writeln('')
-                ..writeln('Description :')
-                ..writeln(desc.isEmpty ? '(non renseignée)' : desc);
-
-              Clipboard.setData(ClipboardData(text: report.toString()));
-              Navigator.pop(context);
-              ScaffoldMessenger.of(context).showSnackBar(
-                const SnackBar(
-                  content: Text('Rapport copié — collez-le dans un email à $supportEmail'),
-                  backgroundColor: AppTheme.successColor,
-                  duration: Duration(seconds: 5),
-                ),
-              );
-            },
-          ),
-        ],
-      ),
-    );
-  }
-
   @override
   Widget build(BuildContext context) {
     return Scaffold(
@@ -374,7 +303,7 @@ class _SettingsScreenState extends State<SettingsScreen> {
               subtitle: const Text('Aidez-nous à améliorer la détection tout en gagnant des avantages', style: TextStyle(fontSize: 12)),
               secondary: const Icon(Icons.psychology, color: AppTheme.textPrimary),
               value: _isUploadEnabled,
-              activeThumbColor: AppTheme.primaryColor,
+              activeColor: AppTheme.primaryColor,
               shape: RoundedRectangleBorder(
                 borderRadius: BorderRadius.circular(12.0),
                 side: BorderSide(color: Colors.grey.withAlpha(50), width: 1),
@@ -418,13 +347,6 @@ class _SettingsScreenState extends State<SettingsScreen> {
             subtitle: '1.0.0',
             onTap: () {},
           ),
-          _buildSettingsTile(
-            context: context,
-            icon: Icons.bug_report_outlined,
-            title: 'Signaler un bug',
-            subtitle: 'Aidez-nous à corriger les problèmes',
-            onTap: _showReportBugDialog,
-          ),
           _buildSettingsTile(
             context: context,
             icon: Icons.privacy_tip_outlined,

lib/features/statistics/statistics_screen.dart

@@ -3,7 +3,6 @@ import 'dart:ui' as ui;
 import 'package:flutter/material.dart';
 import 'package:provider/provider.dart';
 import 'package:fl_chart/fl_chart.dart'; // La librairie pour les courbes
-import '../../core/widgets/metric_info_button.dart';
 import '../../data/models/session.dart';
 import '../../data/repositories/session_repository.dart';
 import '../../services/statistics_service.dart';
@@ -11,12 +10,7 @@ import '../../services/statistics_service.dart';
 class StatisticsScreen extends StatefulWidget {
   final Session? singleSession;
 
-  /// Incrémenté par la navigation à chaque fois que l'onglet Stats est ouvert,
-  /// pour forcer un rechargement des données (l'écran est gardé vivant par un
-  /// IndexedStack, sinon les filtres arme/distance resteraient périmés).
-  final int refreshTick;
-
-  const StatisticsScreen({super.key, this.singleSession, this.refreshTick = 0});
+  const StatisticsScreen({super.key, this.singleSession});
 
   @override
   State<StatisticsScreen> createState() => _StatisticsScreenState();
@@ -24,7 +18,7 @@ class StatisticsScreen extends StatefulWidget {
 
 class _StatisticsScreenState extends State<StatisticsScreen> {
   final StatisticsService _statisticsService = StatisticsService();
-  final StatsPeriod _selectedPeriod = StatsPeriod.all;
+  StatsPeriod _selectedPeriod = StatsPeriod.all;
   SessionStatistics? _statistics;
   bool _isLoading = true;
   List<Session> _allSessions = [];
@@ -35,30 +29,12 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
   List<String> _availableWeapons = ['Toutes'];
   List<String> _availableDistances = ['Toutes'];
 
-  // --- Comparateur de sessions ---
-  // Quand 2 sessions sont sélectionnées, l'écran passe en mode comparaison :
-  // un switch permet d'alterner l'affichage des stats entre la session A et B.
-  Session? _compareA;
-  Session? _compareB;
-  bool _showingB = false; // false = on affiche A, true = on affiche B
-  bool get _compareMode => _compareA != null && _compareB != null;
-
   @override
   void initState() {
     super.initState();
     WidgetsBinding.instance.addPostFrameCallback((_) => _loadStatistics());
   }
 
-  @override
-  void didUpdateWidget(StatisticsScreen oldWidget) {
-    super.didUpdateWidget(oldWidget);
-    // L'onglet vient d'être ré-ouvert : on recharge pour rafraîchir les listes
-    // de filtres (armes/distances) et les stats avec les nouvelles sessions.
-    if (oldWidget.refreshTick != widget.refreshTick) {
-      _loadStatistics();
-    }
-  }
-
   Future<void> _loadStatistics() async {
     if (!mounted) return;
     setState(() => _isLoading = true);
@@ -103,17 +79,6 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
   }
 
   void _calculateStats() {
-    // Mode comparaison : on calcule les stats sur la seule session active
-    // (A ou B selon le switch), sans filtre de période.
-    if (_compareMode) {
-      final active = _showingB ? _compareB! : _compareA!;
-      _statistics = _statisticsService.calculateStatistics(
-        [active],
-        period: StatsPeriod.all,
-      );
-      return;
-    }
-
     // Filtrer les sessions avant calcul
     final filteredSessions = _allSessions.where((s) {
       final weaponMatch = _selectedWeapon == 'Toutes' || s.weapon == _selectedWeapon;
@@ -127,80 +92,6 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
     );
   }
 
-  String _sessionLabel(Session s) {
-    final d = s.createdAt;
-    final date = '${d.day.toString().padLeft(2, '0')}/${d.month.toString().padLeft(2, '0')}/${d.year}';
-    return '${s.weapon} • $date • ${s.totalScore} pts';
-  }
-
-  // Sélection des 2 sessions à comparer via un dialog à deux listes déroulantes.
-  Future<void> _openCompareDialog() async {
-    if (_allSessions.length < 2) {
-      ScaffoldMessenger.of(context).showSnackBar(
-        const SnackBar(content: Text('Il faut au moins 2 sessions enregistrées pour comparer.')),
-      );
-      return;
-    }
-
-    Session? a = _compareA ?? _allSessions[0];
-    Session? b = _compareB ?? _allSessions[1];
-
-    final confirmed = await showDialog<bool>(
-      context: context,
-      builder: (context) => StatefulBuilder(
-        builder: (context, setState) => AlertDialog(
-          title: const Text('Comparer 2 sessions'),
-          content: Column(
-            mainAxisSize: MainAxisSize.min,
-            children: [
-              DropdownButtonFormField<Session>(
-                initialValue: a,
-                isExpanded: true,
-                decoration: const InputDecoration(labelText: 'Session A'),
-                items: _allSessions
-                    .map((s) => DropdownMenuItem(value: s, child: Text(_sessionLabel(s), overflow: TextOverflow.ellipsis)))
-                    .toList(),
-                onChanged: (v) => setState(() => a = v),
-              ),
-              const SizedBox(height: 12),
-              DropdownButtonFormField<Session>(
-                initialValue: b,
-                isExpanded: true,
-                decoration: const InputDecoration(labelText: 'Session B'),
-                items: _allSessions
-                    .map((s) => DropdownMenuItem(value: s, child: Text(_sessionLabel(s), overflow: TextOverflow.ellipsis)))
-                    .toList(),
-                onChanged: (v) => setState(() => b = v),
-              ),
-            ],
-          ),
-          actions: [
-            TextButton(onPressed: () => Navigator.pop(context, false), child: const Text('Annuler')),
-            ElevatedButton(onPressed: () => Navigator.pop(context, true), child: const Text('Comparer')),
-          ],
-        ),
-      ),
-    );
-
-    if (confirmed == true && a != null && b != null) {
-      setState(() {
-        _compareA = a;
-        _compareB = b;
-        _showingB = false;
-        _calculateStats();
-      });
-    }
-  }
-
-  void _exitCompareMode() {
-    setState(() {
-      _compareA = null;
-      _compareB = null;
-      _showingB = false;
-      _calculateStats();
-    });
-  }
-
   List<double> _getScoreHistory() {
     if (_statistics == null || _statistics!.sessions.isEmpty) return [0];
     // Sort sessions by date and take last 10
@@ -232,14 +123,11 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
       ),
       body: _isLoading
           ? const Center(child: CircularProgressIndicator())
-          : Column(
-              children: [
-                // HEADER COLLANT : filtres + comparateur toujours visibles
-                Material(
-                  elevation: 2,
-                  color: Theme.of(context).scaffoldBackgroundColor,
-                  child: Padding(
-                    padding: const EdgeInsets.fromLTRB(16, 16, 16, 12),
+          : RefreshIndicator(
+              onRefresh: _loadStatistics,
+              child: SingleChildScrollView(
+                physics: const AlwaysScrollableScrollPhysics(),
+                padding: const EdgeInsets.all(16),
               child: Column(
                 children: [
                   // 1. FILTRES (Arme et Distance)
@@ -274,22 +162,8 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
                       ),
                     ],
                   ),
-                        const SizedBox(height: 12),
+                  const SizedBox(height: 20),
 
-                        // 1bis. COMPARATEUR DE SESSIONS
-                        _buildComparator(),
-                      ],
-                    ),
-                  ),
-                ),
-                Expanded(
-                  child: RefreshIndicator(
-                    onRefresh: _loadStatistics,
-                    child: SingleChildScrollView(
-                      physics: const AlwaysScrollableScrollPhysics(),
-                      padding: const EdgeInsets.all(16),
-                      child: Column(
-                        children: [
                   // 2. DONNÉES RAPIDES (Tirs et Sessions)
                   Row(
                     children: [
@@ -317,46 +191,18 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
                     'Score',
                     '${_statistics?.totalScore ?? 0}',
                     _getScoreHistory(),
-                    explanations: const [
-                      MetricExplanation(
-                        'Score',
-                        'Total des points marqués sur la période sélectionnée.',
-                      ),
-                    ],
                   ),
                   const SizedBox(height: 20),
                   _buildChartSection(
                     'Précision',
                     '${_statistics?.precision.precisionScore.toStringAsFixed(1)}%',
                     _getPrecisionHistory(),
-                    explanations: const [
-                      MetricExplanation(
-                        'Précision',
-                        'Proximité moyenne de vos impacts par rapport au centre '
-                            'de la cible (calculée sur les distances).',
-                      ),
-                      MetricExplanation(
-                        'À ne pas confondre',
-                        'C\'est différent de la « Réussite » affichée dans une '
-                            'session, qui se base sur les points marqués. Les deux '
-                            'mesurent des choses distinctes, leurs pourcentages '
-                            'ne sont donc pas identiques.',
-                      ),
-                    ],
                   ),
                   const SizedBox(height: 20),
                   _buildChartSection(
-                    'Étalement moyen',
-                    '${((_statistics?.precision.groupingDiameter ?? 0) * 100).toStringAsFixed(1)}%',
+                    'Groupement moyen',
+                    '${(_statistics?.precision.groupingDiameter ?? 0 * 100).toStringAsFixed(1)}%',
                     _getScoreHistory().map((e) => e / 10).toList(), // Proxy for grouping history
-                    explanations: const [
-                      MetricExplanation(
-                        'Étalement moyen',
-                        'Étalement moyen de vos groupements : distance entre les '
-                            'impacts les plus éloignés, en % de la largeur de '
-                            'l\'image. Plus c\'est bas, plus vos tirs sont serrés.',
-                      ),
-                    ],
                   ),
 
                   const SizedBox(height: 25),
@@ -379,97 +225,6 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
               ),
             ),
           ),
-                ),
-              ],
-            ),
-    );
-  }
-
-  // Comparateur : bouton pour choisir 2 sessions, puis switch pour alterner.
-  Widget _buildComparator() {
-    final theme = Theme.of(context);
-
-    if (!_compareMode) {
-      return SizedBox(
-        width: double.infinity,
-        child: OutlinedButton.icon(
-          onPressed: _openCompareDialog,
-          icon: const Icon(Icons.compare_arrows),
-          label: const Text('Comparer 2 sessions'),
-        ),
-      );
-    }
-
-    final activeColor = const Color(0xFF1A73E8);
-    return Container(
-      padding: const EdgeInsets.symmetric(horizontal: 12, vertical: 10),
-      decoration: BoxDecoration(
-        color: activeColor.withValues(alpha: 0.08),
-        borderRadius: BorderRadius.circular(12),
-        border: Border.all(color: activeColor.withValues(alpha: 0.3)),
-      ),
-      child: Column(
-        crossAxisAlignment: CrossAxisAlignment.start,
-        children: [
-          Row(
-            children: [
-              Icon(Icons.compare_arrows, color: activeColor, size: 18),
-              const SizedBox(width: 6),
-              Text('Comparaison', style: TextStyle(fontWeight: FontWeight.bold, color: activeColor)),
-              const Spacer(),
-              IconButton(
-                tooltip: 'Quitter la comparaison',
-                icon: const Icon(Icons.close, size: 18),
-                onPressed: _exitCompareMode,
-                padding: EdgeInsets.zero,
-                constraints: const BoxConstraints(),
-              ),
-            ],
-          ),
-          const SizedBox(height: 8),
-          // Switch pour alterner entre les 2 sessions.
-          Row(
-            children: [
-              Expanded(
-                child: Text(
-                  'A · ${_sessionLabel(_compareA!)}',
-                  style: TextStyle(
-                    fontSize: 12,
-                    color: _showingB ? theme.textTheme.bodySmall?.color?.withValues(alpha: 0.5) : null,
-                    fontWeight: _showingB ? FontWeight.normal : FontWeight.bold,
-                  ),
-                  overflow: TextOverflow.ellipsis,
-                ),
-              ),
-              Switch(
-                value: _showingB,
-                activeThumbColor: activeColor,
-                onChanged: (v) => setState(() {
-                  _showingB = v;
-                  _calculateStats();
-                }),
-              ),
-              Expanded(
-                child: Text(
-                  'B · ${_sessionLabel(_compareB!)}',
-                  textAlign: TextAlign.right,
-                  style: TextStyle(
-                    fontSize: 12,
-                    color: _showingB ? null : theme.textTheme.bodySmall?.color?.withValues(alpha: 0.5),
-                    fontWeight: _showingB ? FontWeight.bold : FontWeight.normal,
-                  ),
-                  overflow: TextOverflow.ellipsis,
-                ),
-              ),
-            ],
-          ),
-          const SizedBox(height: 4),
-          Text(
-            'Affichage : session ${_showingB ? 'B' : 'A'}',
-            style: TextStyle(fontSize: 11, color: theme.textTheme.bodySmall?.color?.withValues(alpha: 0.6)),
-          ),
-        ],
-      ),
     );
   }
 
@@ -547,9 +302,8 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
   Widget _buildChartSection(
     String title,
     String value,
-    List<double> dataPoints, {
-    List<MetricExplanation>? explanations,
-  }) {
+    List<double> dataPoints,
+  ) {
     final theme = Theme.of(context);
     return Container(
       padding: const EdgeInsets.all(16),
@@ -559,19 +313,11 @@ class _StatisticsScreenState extends State<StatisticsScreen> {
       ),
       child: Column(
         crossAxisAlignment: CrossAxisAlignment.start,
-        children: [
-          Row(
         children: [
           Text(
             title,
             style: TextStyle(color: theme.textTheme.bodyMedium?.color?.withValues(alpha: 0.7), fontSize: 14),
           ),
-              if (explanations != null) ...[
-                const Spacer(),
-                MetricInfoButton(title: title, explanations: explanations),
-              ],
-            ],
-          ),
           const SizedBox(height: 10),
           Row(
             children: [

lib/main.dart

@@ -7,8 +7,10 @@ import 'package:sqflite_common_ffi/sqflite_ffi.dart';
 import 'app.dart';
 import 'core/theme/theme_provider.dart';
 import 'data/repositories/session_repository.dart';
+import 'services/target_detection_service.dart';
 import 'services/score_calculator_service.dart';
 import 'services/grouping_analyzer_service.dart';
+import 'services/image_processing_service.dart';
 import 'features/session/session_provider.dart';
 
 void main() async {
@@ -30,6 +32,14 @@ void main() async {
   runApp(
     MultiProvider(
       providers: [
+        Provider<ImageProcessingService>(
+          create: (_) => ImageProcessingService(),
+        ),
+        Provider<TargetDetectionService>(
+          create: (context) => TargetDetectionService(
+            imageProcessingService: context.read<ImageProcessingService>(),
+          ),
+        ),
         Provider<ScoreCalculatorService>(
           create: (_) => ScoreCalculatorService(),
         ),

lib/main_navigation_holder.dart

@@ -15,32 +15,25 @@ class MainNavigationHolder extends StatefulWidget {
 class _MainNavigationHolderState extends State<MainNavigationHolder> {
   int _selectedIndex = 0;
 
-  // Incrémentés à chaque ouverture de l'onglet correspondant pour forcer le
-  // rechargement (les écrans sont gardés vivants par l'IndexedStack et ne se
-  // rafraîchissent pas seuls).
-  int _statsTick = 0;
-  int _historyTick = 0;
+  final List<Widget> _screens = [
+    const HomeScreen(),
+    const HistoryScreen(),
+    const StatisticsScreen(),
+    const WeaponListScreen(),
+  ];
 
   void _onItemTapped(int index) {
     setState(() {
       _selectedIndex = index;
-      if (index == 1) _historyTick++;
-      if (index == 2) _statsTick++;
     });
   }
 
   @override
   Widget build(BuildContext context) {
-    final screens = [
-      const HomeScreen(),
-      HistoryScreen(refreshTick: _historyTick),
-      StatisticsScreen(refreshTick: _statsTick),
-      const WeaponListScreen(),
-    ];
     return Scaffold(
       body: IndexedStack(
         index: _selectedIndex,
-        children: screens,
+        children: _screens,
       ),
       bottomNavigationBar: Container(
         decoration: BoxDecoration(

lib/services/ai_export_service.dart

@@ -53,8 +53,6 @@ class AiExportService {
     required double targetCenterY,
     required double targetRadius,
     required List<Shot> shots,
-    int distanceMeters = 25,
-    String weaponName = 'Unknown',
     String? apiUrl,
   }) async {
     try {
@@ -111,8 +109,8 @@ class AiExportService {
         "device_info": deviceData,
         "target_metadata": {
           "type": targetType.name,
-          "distance_meters": distanceMeters,
-          "weapon": weaponName,
+          "distance_meters": 25, // Default/placeholder
+          "weapon": "Unknown", // Default/placeholder
           // The backend could extract exact width/height from the image. 
         },
         "plotting": {

lib/services/document_scanner_service.dart

@@ -0,0 +1,54 @@
+import 'package:google_mlkit_document_scanner/google_mlkit_document_scanner.dart';
+
+/// Résultat du scan de document.
+class DocumentScanResult {
+  /// Chemin de l'image redressée (de face), ou null si l'utilisateur a annulé.
+  final String? imagePath;
+
+  /// true si un scan a bien été produit.
+  bool get success => imagePath != null;
+
+  const DocumentScanResult(this.imagePath);
+}
+
+/// Service qui lance le scanner de documents Google ML Kit.
+///
+/// Le scanner ouvre une UI plein écran fournie par Google Play Services :
+/// caméra, détection des bords de la feuille en direct, recadrage manuel des
+/// 4 coins, puis renvoie l'image REDRESSÉE de face. Idéal pour une cible de
+/// tir, qui est imprimée sur un carton/feuille rectangulaire.
+///
+/// NOTE : disponible uniquement sur Android (fonctionnalité ML Kit en bêta).
+class DocumentScannerService {
+  /// Lance le scanner et renvoie le chemin de l'image redressée.
+  ///
+  /// [pageLimit] est fixé à 1 (une seule cible par scan).
+  /// On désactive l'import galerie ici car la galerie est gérée séparément.
+  ///
+  /// IMPORTANT : on utilise [ScannerMode.base] et NON [ScannerMode.full].
+  /// - `full`/`filter` appliquent des filtres "document" (noir & blanc,
+  ///   rehaussement type photocopie) → détruit les couleurs de la cible.
+  /// - `base` ne fait QUE le recadrage + le redressement de perspective
+  ///   (mise de face), en conservant l'image en couleurs réelles. C'est
+  ///   indispensable pour pouvoir détecter ensuite les impacts.
+  Future<DocumentScanResult> scanTarget() async {
+    final options = DocumentScannerOptions(
+      mode: ScannerMode.base, // redressement seul, sans filtre couleur
+      pageLimit: 1,
+      isGalleryImport: false,
+    );
+
+    final scanner = DocumentScanner(options: options);
+    try {
+      final DocumentScanningResult result = await scanner.scanDocument();
+      final images = result.images;
+      if (images.isEmpty) {
+        return const DocumentScanResult(null);
+      }
+      return DocumentScanResult(images.first);
+    } finally {
+      // Libère les ressources natives du scanner.
+      await scanner.close();
+    }
+  }
+}

lib/services/image_crop_service.dart

@@ -55,7 +55,37 @@ void _cropIsolateEntry(_CropParams params) {
     throw Exception('Impossible de décoder l\'image: ${params.sourcePath}');
   }
 
+  // ── OPTIMISATION MAJEURE : pré-réduction avant rotation ───────────────────
+  // La rotation (copyRotate) est l'opération la plus lourde du package `image`
+  // et son coût est proportionnel au nombre de pixels. Comme la sortie finale
+  // ne fait que `outputSize` px, on n'a aucun intérêt à faire pivoter une image
+  // de plusieurs dizaines de mégapixels.
+  //
+  // On réduit donc l'image source à une "taille de travail" juste suffisante
+  // AVANT toute rotation/crop. Le crop garde ~85% du cadre, donc on laisse une
+  // marge : workMax = outputSize / 0.7 couvre largement le besoin sans perte
+  // visible. Les coordonnées de crop étant relatives (0..1), elles restent
+  // valables quelle que soit l'échelle.
+  final int workMax = (params.outputSize / 0.7).round();
+  final int longestSide = math.max(originalImage.width, originalImage.height);
+  if (longestSide > workMax) {
+    if (originalImage.width >= originalImage.height) {
+      originalImage = img.copyResize(
+        originalImage,
+        width: workMax,
+        interpolation: img.Interpolation.linear,
+      );
+    } else {
+      originalImage = img.copyResize(
+        originalImage,
+        height: workMax,
+        interpolation: img.Interpolation.linear,
+      );
+    }
+  }
+
   // Rotation si nécessaire — LINEAR au lieu de CUBIC pour la vitesse
+  // (désormais appliquée sur une image déjà réduite → beaucoup plus rapide)
   if (params.rotationDegrees != 0.0) {
     originalImage = img.copyRotate(
       originalImage,
@@ -98,152 +128,11 @@ void _cropIsolateEntry(_CropParams params) {
   outputFile.writeAsBytesSync(img.encodeJpg(cropped, quality: 85));
 }
 
-// AJOUT : Paramètres de la découpe calée sur la fenêtre de visée (padding noir)
-class _ViewportCropParams {
-  final String sourcePath;
-  final double offsetDx;
-  final double offsetDy;
-  final double displayPerSourcePx; // facteur affichage/source (BoxFit.contain)
-  final double cropSizeDisplay; // côté de la fenêtre de visée, en pixels écran
-  final double zoomScale; // zoom utilisateur : sert UNIQUEMENT au pointage
-  final double rotationDegrees;
-  final int outputSize;
-  final String outputPath;
-
-  _ViewportCropParams({
-    required this.sourcePath,
-    required this.offsetDx,
-    required this.offsetDy,
-    required this.displayPerSourcePx,
-    required this.cropSizeDisplay,
-    required this.zoomScale,
-    required this.rotationDegrees,
-    required this.outputSize,
-    required this.outputPath,
-  });
-}
-
-// AJOUT : Découpe fidèle à ce que l'utilisateur voit. Reproduit la translation
-// (pan) et la rotation de l'aperçu, ignore le zoom, et remplit en NOIR toute
-// zone qui déborde de l'image → la cible reste exactement là où l'utilisateur
-// l'a placée, même collée à un bord (aucun recentrage forcé).
-void _viewportCropIsolateEntry(_ViewportCropParams p) {
-  final bytes = File(p.sourcePath).readAsBytesSync();
-  final img.Image? src = img.decodeImage(bytes);
-  if (src == null) {
-    throw Exception('Impossible de décoder l\'image: ${p.sourcePath}');
-  }
-
-  // Rotation autour du centre (canvas agrandi). Préserve l'échelle des pixels.
-  img.Image rotated = src;
-  if (p.rotationDegrees != 0.0) {
-    rotated = img.copyRotate(
-      src,
-      angle: p.rotationDegrees,
-      interpolation: img.Interpolation.linear,
-    );
-  }
-
-  final double f = p.displayPerSourcePx;
-  // Côté de la fenêtre de visée en pixels source. On utilise f SEUL (pas le
-  // zoom) → le champ de vision capturé est toujours celui de l'image non
-  // zoomée : le zoom n'est donc PAS pris en compte dans le rendu de sortie.
-  final int side = math.max(1, (p.cropSizeDisplay / f).round());
-
-  // Centre de la fenêtre de visée, en pixels de l'image (rotated).
-  // La translation écran s'applique APRÈS le zoom, donc un déplacement écran
-  // `offset` vaut `offset / (f * zoom)` pixels source. On inclut donc le zoom
-  // ICI (uniquement pour le pointage) afin que la croix vise le même point
-  // quel que soit le niveau de zoom.
-  final double fz = f * p.zoomScale;
-  final double cropCenterX = rotated.width / 2 - p.offsetDx / fz;
-  final double cropCenterY = rotated.height / 2 - p.offsetDy / fz;
-
-  final int srcX = (cropCenterX - side / 2).round();
-  final int srcY = (cropCenterY - side / 2).round();
-
-  // Toile carrée NOIRE opaque (numChannels 3 → pixels initialisés à 0 = noir).
-  final out = img.Image(width: side, height: side, numChannels: 3);
-
-  // Intersection de la fenêtre de visée avec l'image réelle. Tout ce qui
-  // déborde reste noir (padding) → aucun recentrage forcé.
-  final int vx0 = math.max(0, srcX);
-  final int vy0 = math.max(0, srcY);
-  final int vx1 = math.min(rotated.width, srcX + side);
-  final int vy1 = math.min(rotated.height, srcY + side);
-  final int vw = vx1 - vx0;
-  final int vh = vy1 - vy0;
-
-  if (vw > 0 && vh > 0) {
-    final region = img.copyCrop(rotated, x: vx0, y: vy0, width: vw, height: vh);
-    // dstW/dstH EXPLICITES = taille de la région → AUCUN redimensionnement
-    // (sinon compositeImage étire la source pour remplir la destination).
-    img.compositeImage(
-      out,
-      region,
-      dstX: vx0 - srcX,
-      dstY: vy0 - srcY,
-      dstW: vw,
-      dstH: vh,
-    );
-  }
-
-  img.Image result = out;
-  if (side != p.outputSize) {
-    result = img.copyResize(
-      out,
-      width: p.outputSize,
-      height: p.outputSize,
-      interpolation: img.Interpolation.linear,
-    );
-  }
-
-  File(p.outputPath).writeAsBytesSync(img.encodeJpg(result, quality: 85));
-}
-
 class ImageCropService {
   final Uuid _uuid = const Uuid();
 
   static const int maxOutputSize = 1024;
 
-  /// Découpe carrée calée sur la fenêtre de visée de l'écran de centrage.
-  /// Le décalage (pan) et la rotation sont respectés, le zoom est ignoré, et
-  /// tout débordement hors de l'image est rempli en noir (jamais de recentrage).
-  ///
-  /// - [offsetDx]/[offsetDy] : translation de l'image dans l'aperçu, en px écran.
-  /// - [displayPerSourcePx] : facteur d'échelle affichage/source (BoxFit.contain).
-  /// - [cropSizeDisplay] : côté de la fenêtre carrée de visée, en px écran.
-  Future<String> cropViewport({
-    required String sourcePath,
-    required double offsetDx,
-    required double offsetDy,
-    required double displayPerSourcePx,
-    required double cropSizeDisplay,
-    double zoomScale = 1.0,
-    double rotationDegrees = 0.0,
-    int outputSize = maxOutputSize,
-  }) async {
-    final tempDir = await getTemporaryDirectory();
-    final outputPath = '${tempDir.path}/cropped_${_uuid.v4()}.jpg';
-
-    final params = _ViewportCropParams(
-      sourcePath: sourcePath,
-      offsetDx: offsetDx,
-      offsetDy: offsetDy,
-      displayPerSourcePx: displayPerSourcePx,
-      cropSizeDisplay: cropSizeDisplay,
-      zoomScale: zoomScale <= 0 ? 1.0 : zoomScale,
-      rotationDegrees: rotationDegrees,
-      outputSize: outputSize,
-      outputPath: outputPath,
-    );
-
-    // Traitement lourd dans un Isolate → thread UI fluide.
-    await Isolate.run(() => _viewportCropIsolateEntry(params));
-
-    return outputPath;
-  }
-
   Future<String> cropToSquare(
       String sourcePath,
       CropRect cropRect, {

lib/services/opencv_impact_detection_service.dart

@@ -0,0 +1,228 @@
+/// Service de détection d'impacts utilisant OpenCV.
+library;
+
+import 'dart:math' as math;
+import 'package:opencv_dart/opencv_dart.dart' as cv;
+
+/// Paramètres de détection d'impacts OpenCV
+class OpenCVDetectionSettings {
+  /// Seuil Canny bas pour la détection de contours
+  final double cannyThreshold1;
+
+  /// Seuil Canny haut pour la détection de contours
+  final double cannyThreshold2;
+
+  /// Distance minimale entre les centres des cercles détectés
+  final double minDist;
+
+  /// Paramètre 1 de HoughCircles (seuil Canny interne)
+  final double param1;
+
+  /// Paramètre 2 de HoughCircles (seuil d'accumulation)
+  final double param2;
+
+  /// Rayon minimum des cercles en pixels
+  final int minRadius;
+
+  /// Rayon maximum des cercles en pixels
+  final int maxRadius;
+
+  /// Taille du flou gaussien (doit être impair)
+  final int blurSize;
+
+  /// Utiliser la détection de contours en plus de Hough
+  final bool useContourDetection;
+
+  /// Circularité minimale pour la détection par contours (0-1)
+  final double minCircularity;
+
+  /// Surface minimale des contours
+  final double minContourArea;
+
+  /// Surface maximale des contours
+  final double maxContourArea;
+
+  const OpenCVDetectionSettings({
+    this.cannyThreshold1 = 50,
+    this.cannyThreshold2 = 150,
+    this.minDist = 20,
+    this.param1 = 100,
+    this.param2 = 30,
+    this.minRadius = 5,
+    this.maxRadius = 50,
+    this.blurSize = 5,
+    this.useContourDetection = true,
+    this.minCircularity = 0.6,
+    this.minContourArea = 50,
+    this.maxContourArea = 5000,
+  });
+}
+
+/// Résultat de détection d'impact
+class OpenCVDetectedImpact {
+  /// Position X normalisée (0-1)
+  final double x;
+
+  /// Position Y normalisée (0-1)
+  final double y;
+
+  /// Rayon en pixels
+  final double radius;
+
+  /// Score de confiance (0-1)
+  final double confidence;
+
+  /// Méthode de détection utilisée
+  final String method;
+
+  const OpenCVDetectedImpact({
+    required this.x,
+    required this.y,
+    required this.radius,
+    this.confidence = 1.0,
+    this.method = 'unknown',
+  });
+}
+
+/// Service de détection d'impacts utilisant OpenCV
+class OpenCVImpactDetectionService {
+  /// Détecte les impacts dans une image en utilisant OpenCV
+  List<OpenCVDetectedImpact> detectImpacts(
+    String imagePath, {
+    OpenCVDetectionSettings settings = const OpenCVDetectionSettings(),
+  }) {
+    try {
+      final img = cv.imread(imagePath, flags: cv.IMREAD_COLOR);
+      if (img.isEmpty) return [];
+
+      final gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY);
+
+      // Apply blur to reduce noise
+      final blurKSize = (settings.blurSize, settings.blurSize);
+      final blurred = cv.gaussianBlur(gray, blurKSize, 2, sigmaY: 2);
+
+      final List<OpenCVDetectedImpact> detectedImpacts = [];
+
+      final circles = cv.HoughCircles(
+        blurred,
+        cv.HOUGH_GRADIENT,
+        1,
+        settings.minDist,
+        param1: settings.param1,
+        param2: settings.param2,
+        minRadius: settings.minRadius,
+        maxRadius: settings.maxRadius,
+      );
+
+      if (circles.rows > 0 && circles.cols > 0) {
+        // Mat shape: (1, N, 3) usually for HoughCircles (CV_32FC3)
+        // We use at<Vec3f> directly.
+
+        for (int i = 0; i < circles.cols; i++) {
+          final vec = circles.at<cv.Vec3f>(0, i);
+          final x = vec.val1;
+          final y = vec.val2;
+          final r = vec.val3;
+
+          detectedImpacts.add(
+            OpenCVDetectedImpact(
+              x: x / img.cols,
+              y: y / img.rows,
+              radius: r,
+              confidence: 0.8,
+              method: 'hough',
+            ),
+          );
+        }
+      }
+
+      // 2. Contour Detection (if enabled)
+      if (settings.useContourDetection) {
+        // Canny edge detection
+        final edges = cv.canny(
+          blurred,
+          settings.cannyThreshold1,
+          settings.cannyThreshold2,
+        );
+
+        // Find contours
+        final contoursResult = cv.findContours(
+          edges,
+          cv.RETR_EXTERNAL,
+          cv.CHAIN_APPROX_SIMPLE,
+        );
+
+        final contours = contoursResult.$1;
+        // hierarchy is $2
+
+        for (int i = 0; i < contours.length; i++) {
+          final contour = contours[i];
+
+          // Filter by area
+          final area = cv.contourArea(contour);
+          if (area < settings.minContourArea ||
+              area > settings.maxContourArea) {
+            continue;
+          }
+
+          // Filter by circularity
+          final perimeter = cv.arcLength(contour, true);
+          if (perimeter == 0) continue;
+          final circularity = 4 * math.pi * area / (perimeter * perimeter);
+
+          if (circularity < settings.minCircularity) continue;
+
+          // Get bounding circle
+          final enclosingCircle = cv.minEnclosingCircle(contour);
+          final center = enclosingCircle.$1;
+          final radius = enclosingCircle.$2;
+
+          // Avoid duplicates (simple distance check against Hough results)
+          bool isDuplicate = false;
+          for (final existing in detectedImpacts) {
+            final dx = existing.x * img.cols - center.x;
+            final dy = existing.y * img.rows - center.y;
+            final dist = math.sqrt(dx * dx + dy * dy);
+            if (dist < radius) {
+              isDuplicate = true;
+              break;
+            }
+          }
+
+          if (!isDuplicate) {
+            detectedImpacts.add(
+              OpenCVDetectedImpact(
+                x: center.x / img.cols,
+                y: center.y / img.rows,
+                radius: radius,
+                confidence: circularity, // Use circularity as confidence
+                method: 'contour',
+              ),
+            );
+          }
+        }
+      }
+
+      return detectedImpacts;
+    } catch (e) {
+      // print('OpenCV Error: $e');
+      return [];
+    }
+  }
+
+  /// Détecte les impacts en utilisant une image de référence
+  List<OpenCVDetectedImpact> detectFromReferences(
+    String imagePath,
+    List<({double x, double y})> referencePoints, {
+    double tolerance = 2.0,
+  }) {
+    // Basic implementation: use average color/brightness of reference points
+    // This is a placeholder for a more complex template matching or feature matching
+
+    // For now, we can just run the standard detection but filter results
+    // based on properties of the reference points (e.g. size/radius if we had it).
+
+    // Returning standard detection for now to enable the feature.
+    return detectImpacts(imagePath);
+  }
+}

lib/services/opencv_target_service.dart

@@ -26,34 +26,23 @@ class TargetDetectionResult {
 
 class OpenCVTargetService {
   /// Detect the main target (center and radius) from an image file
-  ///
-  /// IMPORTANT : les Mat OpenCV sont de la mémoire NATIVE, invisible pour le
-  /// garbage collector Dart. Cette méthode est appelée en boucle (~1 s)
-  /// pendant l'aperçu caméra : sans dispose() explicite dans le finally, la
-  /// mémoire native grimpe en continu tant que l'utilisateur vise.
   Future<TargetDetectionResult> detectTarget(String imagePath) async {
-    cv.Mat? img;
-    cv.Mat? gray;
-    cv.Mat? blurred;
-    cv.Mat? circles;
-    cv.Mat? looseCircles;
-
     try {
       // Read image
-      img = cv.imread(imagePath, flags: cv.IMREAD_COLOR);
+      final img = cv.imread(imagePath, flags: cv.IMREAD_COLOR);
       if (img.isEmpty) {
         return TargetDetectionResult.failure();
       }
 
       // Convert to grayscale
-      gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY);
+      final gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY);
 
       // Apply Gaussian blur to reduce noise
-      blurred = cv.gaussianBlur(gray, (9, 9), 2, sigmaY: 2);
+      final blurred = cv.gaussianBlur(gray, (9, 9), 2, sigmaY: 2);
 
-      // Detect circles using Hough Transform.
-      // HoughCircles returns a Mat of shape (1, N) of Vec3f (x, y, r).
-      circles = cv.HoughCircles(
+      // Detect circles using Hough Transform
+      // Parameters need to be tuned for the specific target type
+      final circles = cv.HoughCircles(
         blurred,
         cv.HOUGH_GRADIENT,
         1, // dp
@@ -66,9 +55,26 @@ class OpenCVTargetService {
         maxRadius: img.cols ~/ 2,
       );
 
+      // HoughCircles returns a Mat of shape (1, N, 3) where N is number of circles.
+      // In opencv_dart, we cannot iterate easily.
+      // However, we can access data via pointer if needed, or check if Vec3f is supported.
+      // Given the user report, `at<Vec3f>` likely failed compilation or runtime.
+      // Let's use a safer approach: assume standard memory layout (x, y, r, x, y, r...).
+      // Or use `at<double>` carefully.
+
+      // Better yet: try to use `circles.data` if available, but it returns a Pointer.
+      // Let's stick to `at` but use `double` and manual offset if Vec3f fails.
+      // actually, let's try to trust `at<double>` for flattened access OR `at<Vec3f>`.
+      // NOTE: `at<Vec3f>` was reported as "method at not defined for VecPoint2f" earlier, NOT for Mat.
+      // The user error was for `VecPoint2f`. `Mat` definitely has `at`.
+      // BUT `VecPoint2f` is a List-like structure in Dart wrapper.
+      // usage of `at` on `VecPoint2f` was the error.
+      // Here `circles` IS A MAT. So `at` IS defined.
+      // However, to be safe and robust, and to implement clustering...
+
       if (circles.isEmpty) {
         // Try with different parameters if first attempt fails (more lenient)
-        looseCircles = cv.HoughCircles(
+        final looseCircles = cv.HoughCircles(
           blurred,
           cv.HOUGH_GRADIENT,
           1,
@@ -87,15 +93,8 @@ class OpenCVTargetService {
 
       return _findBestConcentricCircles(circles, img.cols, img.rows);
     } catch (e) {
+      // print('Error detecting target with OpenCV: $e');
       return TargetDetectionResult.failure();
-    } finally {
-      // _findBestConcentricCircles a déjà extrait les données dans des listes
-      // Dart avant qu'on arrive ici : libérer les Mat est donc toujours sûr.
-      img?.dispose();
-      gray?.dispose();
-      blurred?.dispose();
-      circles?.dispose();
-      looseCircles?.dispose();
     }
   }
 

lib/services/parallelism_service.dart

@@ -119,6 +119,7 @@ class ParallelismService {
 
     // Normalisation par la magnitude réelle (indépendant de g exact)
     final double nx = gx / magnitude;
+    final double ny = gy / magnitude;
     final double nz = gz / magnitude;
 
     // Pitch et Roll mesurent l'inclinaison autour de chaque axe.

lib/services/target_detection_service.dart

@@ -0,0 +1,461 @@
+import 'dart:math' as math;
+import 'package:flutter/foundation.dart';
+import '../data/models/target_type.dart';
+import 'image_processing_service.dart';
+import 'opencv_impact_detection_service.dart';
+export 'image_processing_service.dart'
+    show ImpactDetectionSettings, ReferenceImpact, ImpactCharacteristics;
+export 'opencv_impact_detection_service.dart'
+    show OpenCVDetectionSettings, OpenCVDetectedImpact;
+
+// ============================================================================
+// STRUCT ET FONCTION GLOBALE POUR LE PARALLÉLISME (THREAD SECONDAIRE)
+// ============================================================================
+
+/// Conteneur de données pour envoyer les paramètres à l'Isolate d'arrière-plan.
+class DetectionPayload {
+  final String imagePath;
+  final TargetType targetType;
+
+  // On recrée les instances à l'intérieur du thread isolé car les objets ne se partagent pas entre threads.
+  DetectionPayload({
+    required this.imagePath,
+    required this.targetType,
+  });
+}
+
+/// FONCTION EXÉCUTÉE EN PARALLÈLE : Tourne sur un autre cœur du processeur.
+/// L'interface graphique reste à 120 FPS et totalement fluide.
+TargetDetectionResult runParallelTargetDetection(DetectionPayload payload) {
+  // 1. Initialisation locale des services dans le sous-thread
+  final imageProcessingService = ImageProcessingService();
+
+  try {
+    // 2. Détection de la cible principale (Calcul lourd)
+    final mainTarget = imageProcessingService.detectMainTarget(payload.imagePath);
+
+    double centerX = 0.5;
+    double centerY = 0.5;
+    double radius = 0.4;
+
+    if (mainTarget != null) {
+      centerX = mainTarget.centerX;
+      centerY = mainTarget.centerY;
+      radius = mainTarget.radius;
+    }
+
+    // 3. Détection des impacts (Calcul lourd)
+    final impacts = imageProcessingService.detectImpacts(payload.imagePath);
+
+    // 4. Calcul mathématique des scores relatifs
+    final detectedImpacts = impacts.map((impact) {
+      final score = payload.targetType == TargetType.concentric
+          ? _staticCalculateConcentricScore(
+        impact.x,
+        impact.y,
+        centerX,
+        centerY,
+        radius,
+      )
+          : _staticCalculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+      return DetectedImpactResult(
+        x: impact.x,
+        y: impact.y,
+        radius: impact.radius,
+        suggestedScore: score,
+      );
+    }).toList();
+
+    return TargetDetectionResult(
+      centerX: centerX,
+      centerY: centerY,
+      radius: radius,
+      impacts: detectedImpacts,
+    );
+  } catch (e) {
+    return TargetDetectionResult.error('Erreur de detection parallèle: $e');
+  }
+}
+
+// Fonctions mathématiques pures nécessaires à l'Isolate (statiques)
+int _staticCalculateConcentricScore(double impactX, double impactY, double centerX, double centerY, double targetRadius) {
+  final dx = impactX - centerX;
+  final dy = impactY - centerY;
+  final distance = math.sqrt(dx * dx + dy * dy) / targetRadius;
+  if (distance <= 0.1) return 10;
+  if (distance <= 0.2) return 9;
+  if (distance <= 0.3) return 8;
+  if (distance <= 0.4) return 7;
+  if (distance <= 0.5) return 6;
+  if (distance <= 0.6) return 5;
+  if (distance <= 0.7) return 4;
+  if (distance <= 0.8) return 3;
+  if (distance <= 0.9) return 2;
+  if (distance <= 1.0) return 1;
+  return 0;
+}
+
+int _staticCalculateSilhouetteScore(double impactX, double impactY, double centerX, double centerY) {
+  final dx = (impactX - centerX).abs();
+  final dy = impactY - centerY;
+  if (dx > 0.15) return 0;
+  if (dy < -0.25) return 5;
+  if (dy < 0.0) return 5;
+  if (dy < 0.15) return 4;
+  if (dy < 0.35) return 3;
+  return 0;
+}
+
+// ============================================================================
+// FIN DU BLOC DE PARALLÉLISME
+// ============================================================================
+
+
+class TargetDetectionResult {
+  final double centerX; // Relative (0-1)
+  final double centerY; // Relative (0-1)
+  final double radius; // Relative (0-1)
+  final List<DetectedImpactResult> impacts;
+  final bool success;
+  final String? errorMessage;
+
+  TargetDetectionResult({
+    required this.centerX,
+    required this.centerY,
+    required this.radius,
+    required this.impacts,
+    this.success = true,
+    this.errorMessage,
+  });
+
+  factory TargetDetectionResult.error(String message) {
+    return TargetDetectionResult(
+      centerX: 0.5,
+      centerY: 0.5,
+      radius: 0.4,
+      impacts: [],
+      success: false,
+      errorMessage: message,
+    );
+  }
+}
+
+class DetectedImpactResult {
+  final double x; // Relative (0-1)
+  final double y; // Relative (0-1)
+  final double radius; // Absolute pixels
+  final int suggestedScore;
+
+  DetectedImpactResult({
+    required this.x,
+    required this.y,
+    required this.radius,
+    required this.suggestedScore,
+  });
+}
+
+class TargetDetectionService {
+  final ImageProcessingService _imageProcessingService;
+  final OpenCVImpactDetectionService _opencvService;
+
+  TargetDetectionService({
+    ImageProcessingService? imageProcessingService,
+    OpenCVImpactDetectionService? opencvService,
+  }) : _imageProcessingService =
+      imageProcessingService ?? ImageProcessingService(),
+        _opencvService = opencvService ?? OpenCVImpactDetectionService();
+
+  /// Detect target and impacts from an image file ASYNCHRONOUSLY in a separate Thread.
+  /// CORRECTION : Utilise désormais 'compute' pour basculer en arrière-plan immédiat.
+  Future<TargetDetectionResult> detectTargetAsync(String imagePath, TargetType targetType) async {
+    final payload = DetectionPayload(imagePath: imagePath, targetType: targetType);
+    // Déclenche l'exécution isolée en tâche de fond
+    return await compute(runParallelTargetDetection, payload);
+  }
+
+  /// Gardée pour rétrocompatibilité synchrone si nécessaire
+  TargetDetectionResult detectTarget(String imagePath, TargetType targetType) {
+    try {
+      final mainTarget = _imageProcessingService.detectMainTarget(imagePath);
+
+      double centerX = 0.5;
+      double centerY = 0.5;
+      double radius = 0.4;
+
+      if (mainTarget != null) {
+        centerX = mainTarget.centerX;
+        centerY = mainTarget.centerY;
+        radius = mainTarget.radius;
+      }
+
+      final impacts = _imageProcessingService.detectImpacts(imagePath);
+
+      final detectedImpacts = impacts.map((impact) {
+        final score = targetType == TargetType.concentric
+            ? _calculateConcentricScore(
+          impact.x,
+          impact.y,
+          centerX,
+          centerY,
+          radius,
+        )
+            : _calculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+        return DetectedImpactResult(
+          x: impact.x,
+          y: impact.y,
+          radius: impact.radius,
+          suggestedScore: score,
+        );
+      }).toList();
+
+      return TargetDetectionResult(
+        centerX: centerX,
+        centerY: centerY,
+        radius: radius,
+        impacts: detectedImpacts,
+      );
+    } catch (e) {
+      return TargetDetectionResult.error('Erreur de detection: $e');
+    }
+  }
+
+  int _calculateConcentricScore(
+      double impactX,
+      double impactY,
+      double centerX,
+      double centerY,
+      double targetRadius,
+      ) {
+    final dx = impactX - centerX;
+    final dy = impactY - centerY;
+    final distance = math.sqrt(dx * dx + dy * dy) / targetRadius;
+
+    if (distance <= 0.1) return 10;
+    if (distance <= 0.2) return 9;
+    if (distance <= 0.3) return 8;
+    if (distance <= 0.4) return 7;
+    if (distance <= 0.5) return 6;
+    if (distance <= 0.6) return 5;
+    if (distance <= 0.7) return 4;
+    if (distance <= 0.8) return 3;
+    if (distance <= 0.9) return 2;
+    if (distance <= 1.0) return 1;
+    return 0;
+  }
+
+  int _calculateSilhouetteScore(
+      double impactX,
+      double impactY,
+      double centerX,
+      double centerY,
+      ) {
+    final dx = (impactX - centerX).abs();
+    final dy = impactY - centerY;
+
+    if (dx > 0.15) return 0;
+    if (dy < -0.25) return 5;
+    if (dy < 0.0) return 5;
+    if (dy < 0.15) return 4;
+    if (dy < 0.35) return 3;
+
+    return 0;
+  }
+
+  List<DetectedImpactResult> detectImpactsOnly(
+      String imagePath,
+      TargetType targetType,
+      double centerX,
+      double centerY,
+      double radius,
+      int ringCount,
+      ImpactDetectionSettings settings,
+      ) {
+    try {
+      final impacts = _imageProcessingService.detectImpactsWithSettings(
+        imagePath,
+        settings,
+      );
+
+      return impacts.map((impact) {
+        final score = targetType == TargetType.concentric
+            ? _calculateConcentricScoreWithRings(
+          impact.x,
+          impact.y,
+          centerX,
+          centerY,
+          radius,
+          ringCount,
+        )
+            : _calculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+        return DetectedImpactResult(
+          x: impact.x,
+          y: impact.y,
+          radius: impact.radius,
+          suggestedScore: score,
+        );
+      }).toList();
+    } catch (e) {
+      return [];
+    }
+  }
+
+  int _calculateConcentricScoreWithRings(
+      double impactX,
+      double impactY,
+      double centerX,
+      double centerY,
+      double targetRadius,
+      int ringCount,
+      ) {
+    final dx = impactX - centerX;
+    final dy = impactY - centerY;
+    final distance = math.sqrt(dx * dx + dy * dy) / targetRadius;
+
+    for (int i = 0; i < ringCount; i++) {
+      final zoneRadius = (i + 1) / ringCount;
+      if (distance <= zoneRadius) {
+        return 10 - i;
+      }
+    }
+
+    return 0;
+  }
+
+  ImpactCharacteristics? analyzeReferenceImpacts(
+      String imagePath,
+      List<ReferenceImpact> references,
+      ) {
+    return _imageProcessingService.analyzeReferenceImpacts(
+      imagePath,
+      references,
+    );
+  }
+
+  List<DetectedImpactResult> detectImpactsFromReferences(
+      String imagePath,
+      TargetType targetType,
+      double centerX,
+      double centerY,
+      double radius,
+      int ringCount,
+      ImpactCharacteristics characteristics, {
+        double tolerance = 2.0,
+      }) {
+    try {
+      final impacts = _imageProcessingService.detectImpactsFromReferences(
+        imagePath,
+        characteristics,
+        tolerance: tolerance,
+      );
+
+      return impacts.map((impact) {
+        final score = targetType == TargetType.concentric
+            ? _calculateConcentricScoreWithRings(
+          impact.x,
+          impact.y,
+          centerX,
+          centerY,
+          radius,
+          ringCount,
+        )
+            : _calculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+        return DetectedImpactResult(
+          x: impact.x,
+          y: impact.y,
+          radius: impact.radius,
+          suggestedScore: score,
+        );
+      }).toList();
+    } catch (e) {
+      return [];
+    }
+  }
+
+  List<DetectedImpactResult> detectImpactsWithOpenCV(
+      String imagePath,
+      TargetType targetType,
+      double centerX,
+      double centerY,
+      double radius,
+      int ringCount, {
+        OpenCVDetectionSettings? settings,
+      }) {
+    try {
+      final impacts = _opencvService.detectImpacts(
+        imagePath,
+        settings: settings ?? const OpenCVDetectionSettings(),
+      );
+
+      return impacts.map((impact) {
+        final score = targetType == TargetType.concentric
+            ? _calculateConcentricScoreWithRings(
+          impact.x,
+          impact.y,
+          centerX,
+          centerY,
+          radius,
+          ringCount,
+        )
+            : _calculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+        return DetectedImpactResult(
+          x: impact.x,
+          y: impact.y,
+          radius: impact.radius,
+          suggestedScore: score,
+        );
+      }).toList();
+    } catch (e) {
+      debugPrint('Erreur détection OpenCV: $e');
+      return [];
+    }
+  }
+
+  List<DetectedImpactResult> detectImpactsWithOpenCVFromReferences(
+      String imagePath,
+      TargetType targetType,
+      double centerX,
+      double centerY,
+      double radius,
+      int ringCount,
+      List<ReferenceImpact> references, {
+        double tolerance = 2.0,
+      }) {
+    try {
+      final refPoints = references.map((r) => (x: r.x, y: r.y)).toList();
+
+      final impacts = _opencvService.detectFromReferences(
+        imagePath,
+        refPoints,
+        tolerance: tolerance,
+      );
+
+      return impacts.map((impact) {
+        final score = targetType == TargetType.concentric
+            ? _calculateConcentricScoreWithRings(
+          impact.x,
+          impact.y,
+          centerX,
+          centerY,
+          radius,
+          ringCount,
+        )
+            : _calculateSilhouetteScore(impact.x, impact.y, centerX, centerY);
+
+        return DetectedImpactResult(
+          x: impact.x,
+          y: impact.y,
+          radius: impact.radius,
+          suggestedScore: score,
+        );
+      }).toList();
+    } catch (e) {
+      debugPrint('Erreur détection OpenCV depuis références: $e');
+      return [];
+    }
+  }
+}

lib/services/target_rectify_service.dart

@@ -0,0 +1,259 @@
+import 'dart:async';
+import 'dart:math' as math;
+import 'package:flutter/foundation.dart';
+import 'package:opencv_dart/opencv_dart.dart' as cv;
+
+/// Résultat d'une tentative de redressement de cible.
+class RectifyResult {
+  /// Chemin du fichier image redressé (ou original si échec).
+  final String outputPath;
+
+  /// true si une cible a été détectée et redressée, false si on a renvoyé
+  /// l'image d'origine sans transformation.
+  final bool rectified;
+
+  /// Angle d'inclinaison estimé de la cible AVANT redressement, en degrés.
+  /// (0 = déjà de face). Utile pour informer l'utilisateur.
+  final double estimatedTiltDegrees;
+
+  /// Message de diagnostic (utile pour debug / affichage).
+  final String message;
+
+  const RectifyResult({
+    required this.outputPath,
+    required this.rectified,
+    required this.estimatedTiltDegrees,
+    required this.message,
+  });
+}
+
+/// Service qui redresse une cible RONDE (cercles concentriques) photographiée
+/// de biais, en la ramenant parfaitement de face.
+///
+/// Principe :
+///   1. Détecter le plus grand contour ~circulaire de l'image.
+///   2. Ajuster une ELLIPSE sur ce contour (fitEllipse).
+///   3. Un cercle vu en perspective devient une ellipse : on calcule la
+///      transformation de perspective qui remappe cette ellipse vers un
+///      CERCLE parfait, et on l'applique à toute l'image.
+///   4. La cible apparaît alors de face.
+///
+/// L'image résultat est carrée et centrée sur la cible.
+class TargetRectifyService {
+  /// Taille (en pixels) du côté de l'image carrée de sortie.
+  final int outputSize;
+
+  /// Marge autour de la cible dans l'image de sortie (1.0 = cible pile au bord,
+  /// 1.3 = 30 % de marge autour). Garde un peu de contexte.
+  final double marginFactor;
+
+  /// En dessous de cet écart d'axes (ratio petit/grand axe proche de 1),
+  /// la cible est considérée déjà de face → pas de warp inutile.
+  final double minTiltRatioToRectify;
+
+  TargetRectifyService({
+    this.outputSize = 1024,
+    this.marginFactor = 1.25,
+    this.minTiltRatioToRectify = 0.985,
+  });
+
+  /// Redresse l'image située à [inputPath]. Écrit le résultat dans
+  /// [outputPath] et renvoie un [RectifyResult].
+  ///
+  /// Ne bloque jamais : en cas d'échec de détection, renvoie l'image
+  /// d'origine (rectified = false) pour ne pas perdre la photo du tireur.
+  Future<RectifyResult> rectify({
+    required String inputPath,
+    required String outputPath,
+  }) async {
+    cv.Mat? src;
+    cv.Mat? gray;
+    cv.Mat? blurred;
+    cv.Mat? edges;
+    try {
+      src = cv.imread(inputPath, flags: cv.IMREAD_COLOR);
+      if (src.isEmpty) {
+        return RectifyResult(
+          outputPath: inputPath,
+          rectified: false,
+          estimatedTiltDegrees: 0,
+          message: 'Image illisible',
+        );
+      }
+
+      // ── 1. Prétraitement ────────────────────────────────────────────────
+      gray = cv.cvtColor(src, cv.COLOR_BGR2GRAY);
+      blurred = cv.gaussianBlur(gray, (5, 5), 2, sigmaY: 2);
+      edges = cv.canny(blurred, 60, 160);
+
+      // Dilatation légère pour fermer les contours brisés
+      final cv.Mat kernel = cv.getStructuringElement(
+        cv.MORPH_ELLIPSE,
+        (3, 3),
+      );
+      final cv.Mat dilated = cv.dilate(edges, kernel);
+
+      // ── 2. Recherche du meilleur contour elliptique ──────────────────────
+      final (contours, _) = cv.findContours(
+        dilated,
+        cv.RETR_EXTERNAL,
+        cv.CHAIN_APPROX_SIMPLE,
+      );
+
+      final double imgArea = (src.width * src.height).toDouble();
+      cv.RotatedRect? bestEllipse;
+      double bestScore = 0;
+
+      for (int i = 0; i < contours.length; i++) {
+        final c = contours[i];
+        if (c.length < 5) continue; // fitEllipse exige >= 5 points
+
+        final double area = cv.contourArea(c);
+        // On ignore les contours minuscules et ceux qui couvrent presque tout
+        if (area < imgArea * 0.03 || area > imgArea * 0.97) continue;
+
+        final cv.RotatedRect e = cv.fitEllipse(c);
+        final ep = e.points; // 4 sommets
+        if (ep.length < 4) continue;
+        final double ecx = (ep[0].x + ep[1].x + ep[2].x + ep[3].x) / 4.0;
+        final double ecy = (ep[0].y + ep[1].y + ep[2].y + ep[3].y) / 4.0;
+        final double mAx = (ep[0].x + ep[1].x) / 2.0;
+        final double mAy = (ep[0].y + ep[1].y) / 2.0;
+        final double mBx = (ep[1].x + ep[2].x) / 2.0;
+        final double mBy = (ep[1].y + ep[2].y) / 2.0;
+        final double w =
+            2 * math.sqrt(math.pow(mAx - ecx, 2) + math.pow(mAy - ecy, 2));
+        final double h =
+            2 * math.sqrt(math.pow(mBx - ecx, 2) + math.pow(mBy - ecy, 2));
+        if (w <= 1 || h <= 1) continue;
+
+        // À quel point le contour ressemble-t-il vraiment à son ellipse ?
+        // On compare l'aire du contour à l'aire de l'ellipse ajustée.
+        final double ellipseArea = math.pi * (w / 2) * (h / 2);
+        if (ellipseArea <= 0) continue;
+        final double fitRatio = area / ellipseArea; // ~1 si bon ajustement
+        if (fitRatio < 0.7 || fitRatio > 1.3) continue;
+
+        // Score = taille de l'ellipse (on veut la cible la plus grande)
+        final double score = ellipseArea;
+        if (score > bestScore) {
+          bestScore = score;
+          bestEllipse = e;
+        }
+      }
+
+      if (bestEllipse == null) {
+        return RectifyResult(
+          outputPath: inputPath,
+          rectified: false,
+          estimatedTiltDegrees: 0,
+          message: 'Aucune cible circulaire détectée',
+        );
+      }
+
+      // ── 3. Extraire les 4 sommets de l'ellipse (robuste à la version d'API) ─
+      // RotatedRect.points renvoie les 4 coins de la boîte englobant l'ellipse.
+      // On en dérive nous-mêmes le centre, les demi-axes et l'orientation, ce
+      // qui évite de dépendre de la forme exacte de `.size` / `.center`
+      // (record vs objet) qui varie selon les versions d'opencv_dart.
+      final pts = bestEllipse.points; // List<Point2f> de 4 sommets
+
+      double px(int i) => pts[i].x;
+      double py(int i) => pts[i].y;
+
+      // Centre = moyenne des 4 sommets
+      final double cx = (px(0) + px(1) + px(2) + px(3)) / 4.0;
+      final double cy = (py(0) + py(1) + py(2) + py(3)) / 4.0;
+
+      // Milieux de deux côtés adjacents → extrémités des deux demi-axes
+      // Côté 0-1 et côté 1-2 (ordre des sommets d'un RotatedRect)
+      final double m01x = (px(0) + px(1)) / 2.0;
+      final double m01y = (py(0) + py(1)) / 2.0;
+      final double m12x = (px(1) + px(2)) / 2.0;
+      final double m12y = (py(1) + py(2)) / 2.0;
+
+      // Demi-axes = distance centre → milieu de chaque côté
+      final double axisA =
+          math.sqrt(math.pow(m01x - cx, 2) + math.pow(m01y - cy, 2));
+      final double axisB =
+          math.sqrt(math.pow(m12x - cx, 2) + math.pow(m12y - cy, 2));
+
+      final double majorAxis = math.max(axisA, axisB);
+      final double minorAxis = math.min(axisA, axisB);
+      if (majorAxis <= 1) {
+        return RectifyResult(
+          outputPath: inputPath,
+          rectified: false,
+          estimatedTiltDegrees: 0,
+          message: 'Ellipse dégénérée',
+        );
+      }
+
+      final double axisRatio = minorAxis / majorAxis; // 1 = cercle parfait
+      final double tiltDeg =
+          math.acos(axisRatio.clamp(0.0, 1.0)) * (180.0 / math.pi);
+
+      // Déjà quasiment de face → on ne touche pas (évite le flou inutile)
+      if (axisRatio >= minTiltRatioToRectify) {
+        cv.imwrite(outputPath, src);
+        return RectifyResult(
+          outputPath: outputPath,
+          rectified: false,
+          estimatedTiltDegrees: tiltDeg,
+          message: 'Cible déjà de face',
+        );
+      }
+
+      // ── 4. Construire la transformation de perspective ────────────────────
+      // Source : extrémités des deux axes de l'ellipse (4 points).
+      // Destination : extrémités des axes d'un cercle parfait centré.
+      // On obtient les extrémités en prolongeant centre→milieu-de-côté.
+      final srcPts = cv.VecPoint.fromList([
+        cv.Point((cx + (m01x - cx)).round(), (cy + (m01y - cy)).round()),
+        cv.Point((cx - (m01x - cx)).round(), (cy - (m01y - cy)).round()),
+        cv.Point((cx + (m12x - cx)).round(), (cy + (m12y - cy)).round()),
+        cv.Point((cx - (m12x - cx)).round(), (cy - (m12y - cy)).round()),
+      ]);
+
+      // Cible : cercle parfait centré, rayon R, dans une image carrée.
+      // L'axe "A" (m01) devient l'axe horizontal, l'axe "B" (m12) le vertical.
+      final double out = outputSize.toDouble();
+      final double center = out / 2;
+      final double radius = (out / 2) / marginFactor;
+      final dstPts = cv.VecPoint.fromList([
+        cv.Point((center + radius).round(), center.round()),
+        cv.Point((center - radius).round(), center.round()),
+        cv.Point(center.round(), (center + radius).round()),
+        cv.Point(center.round(), (center - radius).round()),
+      ]);
+
+      final cv.Mat transform = cv.getPerspectiveTransform(srcPts, dstPts);
+
+      final cv.Mat warped = cv.warpPerspective(
+        src,
+        transform,
+        (outputSize, outputSize),
+        flags: cv.INTER_LINEAR,
+        borderMode: cv.BORDER_CONSTANT,
+      );
+
+      cv.imwrite(outputPath, warped);
+
+      return RectifyResult(
+        outputPath: outputPath,
+        rectified: true,
+        estimatedTiltDegrees: tiltDeg,
+        message: 'Cible redressée (inclinaison ${tiltDeg.toStringAsFixed(1)}°)',
+      );
+    } catch (e) {
+      debugPrint('TargetRectify erreur: $e');
+      // En cas de pépin, on renvoie l'original pour ne jamais perdre la photo
+      return RectifyResult(
+        outputPath: inputPath,
+        rectified: false,
+        estimatedTiltDegrees: 0,
+        message: 'Erreur de traitement: $e',
+      );
+    }
+  }
+}

pubspec.lock

@@ -293,6 +293,30 @@ packages:
       url: "https://pub.dev"
     source: hosted
     version: "2.1.3"
+  google_mlkit_commons:
+    dependency: transitive
+    description:
+      name: google_mlkit_commons
+      sha256: "3e69fea4211727732cc385104e675ad1e40b29f12edd492ee52fa108423a6124"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.11.1"
+  google_mlkit_document_scanner:
+    dependency: "direct main"
+    description:
+      name: google_mlkit_document_scanner
+      sha256: "67428ddb853880c8185049a5834cd328e6420921a74786f6aadee0b76f8536bd"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.2.1"
+  google_mlkit_object_detection:
+    dependency: "direct main"
+    description:
+      name: google_mlkit_object_detection
+      sha256: "9dd35886972e18747e22098f8ebee78d30716a99a789bb2e3a65a24229e031e7"
+      url: "https://pub.dev"
+    source: hosted
+    version: "0.15.1"
   hooks:
     dependency: transitive
     description:

pubspec.yaml

@@ -1,5 +1,5 @@
 name: bully
-description: "Application d'analyse de cibles de tir : capture, centrage, plotting manuel des impacts, scores et statistiques."
+description: "A new Flutter project."
 # The following line prevents the package from being accidentally published to
 # pub.dev using `flutter pub publish`. This is preferred for private packages.
 publish_to: 'none' # Remove this line if you wish to publish to pub.dev
@@ -38,9 +38,11 @@ dependencies:
   cupertino_icons: ^1.0.8
   sensors_plus: ^4.0.2
   opencv_dart: ^2.1.0
+  google_mlkit_object_detection: ^0.15.0
 
   # Image capture from camera/gallery
   image_picker: ^1.2.1
+  google_mlkit_document_scanner: ^0.2.0
 
   # Local database for history
   sqflite: ^2.3.2
@@ -71,6 +73,9 @@ dependencies:
   crypto: ^3.0.7
   camera: ^0.12.0+1
 
+  # Machine Learning for YOLOv8
+  # tflite_flutter: ^0.11.0
+
 dev_dependencies:
   flutter_test:
     sdk: flutter
@@ -95,6 +100,7 @@ flutter:
 
   # To add assets to your application, add an assets section, like this:
   # assets:
+  #   - assets/models/yolov8n_32.tflite
   #   - images/a_dot_burr.jpeg
   #   - images/a_dot_ham.jpeg
 

test/services/grouping_analyzer_service_test.dart

@@ -1,60 +0,0 @@
-import 'package:flutter_test/flutter_test.dart';
-
-import 'package:bully/data/models/shot.dart';
-import 'package:bully/services/grouping_analyzer_service.dart';
-
-Shot _shot(String id, double x, double y) =>
-    Shot(id: id, x: x, y: y, score: 0, analysisId: '');
-
-void main() {
-  final service = GroupingAnalyzerService();
-
-  group('analyzeGrouping', () {
-    test('liste vide → résultat vide', () {
-      final result = service.analyzeGrouping([]);
-      expect(result.shotCount, 0);
-      expect(result.diameter, 0);
-    });
-
-    test('un seul tir → diamètre nul, centre sur le tir', () {
-      final result = service.analyzeGrouping([_shot('a', 0.3, 0.7)]);
-      expect(result.shotCount, 1);
-      expect(result.centerX, 0.3);
-      expect(result.centerY, 0.7);
-      expect(result.diameter, 0);
-    });
-
-    test('deux tirs → centroïde au milieu et diamètre = écart', () {
-      final result = service.analyzeGrouping([
-        _shot('a', 0.4, 0.5),
-        _shot('b', 0.6, 0.5),
-      ]);
-
-      expect(result.centerX, closeTo(0.5, 1e-9));
-      expect(result.centerY, closeTo(0.5, 1e-9));
-      expect(result.diameter, closeTo(0.2, 1e-9));
-      expect(result.meanRadius, closeTo(0.1, 1e-9));
-      // Deux tirs équidistants du centroïde → dispersion nulle.
-      expect(result.standardDeviation, closeTo(0.0, 1e-9));
-    });
-
-    test('le diamètre est la plus grande distance entre deux tirs', () {
-      final result = service.analyzeGrouping([
-        _shot('a', 0.2, 0.5),
-        _shot('b', 0.5, 0.5),
-        _shot('c', 0.8, 0.5),
-      ]);
-      expect(result.diameter, closeTo(0.6, 1e-9));
-    });
-  });
-
-  group('getOffsetDescription', () {
-    test('décalage négligeable → Centre', () {
-      expect(service.getOffsetDescription(0.01, -0.01), 'Centre');
-    });
-
-    test('décalage combiné → direction composée', () {
-      expect(service.getOffsetDescription(0.1, -0.1), 'Haut-Droite');
-    });
-  });
-}

test/services/score_calculator_service_test.dart

@@ -1,110 +0,0 @@
-import 'package:flutter_test/flutter_test.dart';
-
-import 'package:bully/data/models/shot.dart';
-import 'package:bully/data/models/target_type.dart';
-import 'package:bully/services/score_calculator_service.dart';
-
-void main() {
-  final service = ScoreCalculatorService();
-
-  group('calculateConcentricScore', () {
-    test('un tir au centre exact vaut 10', () {
-      final score = service.calculateConcentricScore(
-        shotX: 0.5,
-        shotY: 0.5,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-      );
-      expect(score, 10);
-    });
-
-    test('un tir hors de la cible vaut 0', () {
-      final score = service.calculateConcentricScore(
-        shotX: 0.95,
-        shotY: 0.5,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-      );
-      expect(score, 0);
-    });
-
-    test('un tir à mi-rayon tombe dans la zone attendue', () {
-      // Distance normalisée ≈ 0.475 → 5e anneau (zone 0.5) → score 6.
-      final score = service.calculateConcentricScore(
-        shotX: 0.5,
-        shotY: 0.69,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-      );
-      expect(score, 6);
-    });
-
-    test('le ratio d\'image est pris en compte (image paysage 2:1)', () {
-      // dx = 0.15 mais scaled ×2 → distance normalisée 0.75 → score 3.
-      final score = service.calculateConcentricScore(
-        shotX: 0.65,
-        shotY: 0.5,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-        imageAspectRatio: 2.0,
-      );
-      expect(score, 3);
-    });
-
-    test('les rayons d\'anneaux personnalisés sont respectés', () {
-      // Distance normalisée 0.3 avec anneaux [0.2, 0.5, 1.0] → 2e anneau → 9.
-      final score = service.calculateConcentricScore(
-        shotX: 0.5,
-        shotY: 0.62,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-        ringCount: 3,
-        ringRadii: [0.2, 0.5, 1.0],
-      );
-      expect(score, 9);
-    });
-  });
-
-  group('calculateScores', () {
-    test('agrège le total, le max possible et le pourcentage', () {
-      final shots = [
-        Shot(id: 'a', x: 0.5, y: 0.5, score: 0, analysisId: ''), // centre → 10
-        Shot(id: 'b', x: 0.95, y: 0.5, score: 0, analysisId: ''), // dehors → 0
-      ];
-
-      final result = service.calculateScores(
-        shots: shots,
-        targetType: TargetType.concentric,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-      );
-
-      expect(result.totalScore, 10);
-      expect(result.maxPossibleScore, 20);
-      expect(result.percentage, closeTo(50.0, 0.001));
-      expect(result.shotCount, 2);
-      expect(result.scoreDistribution[10], 1);
-      expect(result.scoreDistribution[0], 1);
-    });
-
-    test('une liste vide donne un résultat neutre', () {
-      final result = service.calculateScores(
-        shots: [],
-        targetType: TargetType.concentric,
-        targetCenterX: 0.5,
-        targetCenterY: 0.5,
-        targetRadius: 0.4,
-      );
-
-      expect(result.totalScore, 0);
-      expect(result.maxPossibleScore, 0);
-      expect(result.percentage, 0.0);
-    });
-  });
-}

test/widget_test.dart

@@ -1,32 +1,20 @@
-// Test de fumée sur un widget pur (sans providers ni base de données).
+// This is a basic Flutter widget test.
 //
-// Le montage complet de BullyApp exige les providers globaux et une base
-// SQLite initialisée ; pour un test widget rapide et stable, on valide ici
-// le rendu d'un composant autonome.
+// To perform an interaction with a widget in your test, use the WidgetTester
+// utility in the flutter_test package. For example, you can send tap and scroll
+// gestures. You can also use WidgetTester to find child widgets in the widget
+// tree, read text, and verify that the values of widget properties are correct.
 
-import 'package:flutter/material.dart';
 import 'package:flutter_test/flutter_test.dart';
 
-import 'package:bully/features/home/widgets/stats_card.dart';
+import 'package:bully/app.dart';
 
 void main() {
-  testWidgets('StatsCard affiche le titre, la valeur et l\'icône',
-      (WidgetTester tester) async {
-    await tester.pumpWidget(
-      const MaterialApp(
-        home: Scaffold(
-          body: StatsCard(
-            icon: Icons.gps_fixed,
-            title: 'Tirs',
-            value: '42',
-            color: Colors.blue,
-          ),
-        ),
-      ),
-    );
+  testWidgets('App loads correctly', (WidgetTester tester) async {
+    // Build our app and trigger a frame.
+    await tester.pumpWidget(const BullyApp());
 
-    expect(find.text('Tirs'), findsOneWidget);
-    expect(find.text('42'), findsOneWidget);
-    expect(find.byIcon(Icons.gps_fixed), findsOneWidget);
+    // Verify that the app title is displayed.
+    expect(find.text('Bully'), findsOneWidget);
   });
 }

tests/find_homography_test.dart

@@ -0,0 +1,12 @@
+import 'package:opencv_dart/opencv_dart.dart' as cv;
+
+void main() {
+  var p1 = cv.VecPoint.fromList([cv.Point(0, 0), cv.Point(1, 1)]);
+  var p2 = cv.VecPoint2f.fromList([cv.Point2f(0, 0), cv.Point2f(1, 1)]);
+
+  // Is it p1.mat ?
+  // Or is it cv.findHomography(p1, p1) but actually needs specific types ?
+  cv.Mat mat1 = cv.Mat.fromVec(p1);
+  cv.Mat mat2 = cv.Mat.fromVec(p2);
+  cv.findHomography(mat1, mat2);
+}

tests/opencv_quad_test.dart

@@ -0,0 +1,7 @@
+import 'package:opencv_dart/opencv_dart.dart' as cv;
+
+void main() {
+  print(cv.approxPolyDP);
+  print(cv.arcLength);
+  print(cv.contourArea);
+}

tests/test_homography.dart

@@ -0,0 +1,5 @@
+import 'package:opencv_dart/opencv_dart.dart' as cv;
+
+void main() {
+  print(cv.findHomography);
+}