From d300eb1122d12ffb2cdc3fab6dada520b53c20da Mon Sep 17 00:00:00 2001 From: tanyar09 Date: Wed, 15 Oct 2025 14:43:18 -0400 Subject: [PATCH] chore: Add configuration and documentation files for project structure and guidelines This commit introduces several new files to enhance project organization and developer onboarding. The `.cursorignore` and `.cursorrules` files provide guidelines for Cursor AI, while `CONTRIBUTING.md` outlines contribution procedures. Additionally, `IMPORT_FIX_SUMMARY.md`, `RESTRUCTURE_SUMMARY.md`, and `STATUS.md` summarize recent changes and project status. The `README.md` has been updated to reflect the new project focus and structure, ensuring clarity for contributors and users. These additions aim to improve maintainability and facilitate collaboration within the PunimTag project. --- .cursorignore | 127 + .cursorrules | 133 + .notes/deepface_migration_plan.md | 805 +++++ .notes/directory_structure.md | 127 + .notes/meeting_notes.md | 73 + .notes/project_overview.md | 43 + .notes/restructure_migration.md | 342 ++ .notes/task_list.md | 65 + CONTRIBUTING.md | 522 +++ IMPORT_FIX_SUMMARY.md | 229 ++ QUICK_START.md | 129 + README.md | 1242 ++----- RESTRUCTURE_SUMMARY.md | 368 +++ STATUS.md | 198 ++ .../auto_match_gui.py | 0 archive/dashboard_gui_backup.py | 2885 +++++++++++++++++ identify_gui.py => archive/identify_gui.py | 0 .../modify_identified_gui.py | 0 .../photo_tagger_original_backup.py | 0 search_gui.py => archive/search_gui.py | 0 .../tag_manager_gui.py | 0 demo_photos/more_photos/imgres.html | 36 + demo_photos/more_photos/trwert | Bin 0 -> 239415 bytes demo_photos/testdeepface/P1010063.JPG | Bin 0 -> 7750511 bytes docs/ARCHITECTURE.md | 918 ++++++ DEMO.md => docs/DEMO.md | 0 docs/README.md | 1048 ++++++ docs/README_OLD.md | 1048 ++++++ .../README_UNIFIED_DASHBOARD.md | 0 docs/README_UNIFIED_DASHBOARD_OLD.md | 490 +++ gui_config.json | 2 +- run_dashboard.py | 57 + run_deepface_gui.sh | 12 + scripts/drop_all_tables.py | 78 + src/__init__.py | 7 + src/core/__init__.py | 18 + config.py => src/core/config.py | 0 database.py => src/core/database.py | 2 +- .../core/face_processing.py | 28 +- .../core/photo_management.py | 6 +- search_stats.py => src/core/search_stats.py | 2 +- .../core/tag_management.py | 4 +- src/gui/__init__.py | 20 + .../gui/auto_match_panel.py | 8 +- dashboard_gui.py => src/gui/dashboard_gui.py | 31 +- gui_core.py => src/gui/gui_core.py | 2 +- .../gui/identify_panel.py | 8 +- modify_panel.py => src/gui/modify_panel.py | 8 +- .../gui/tag_manager_panel.py | 8 +- photo_tagger.py => src/photo_tagger.py | 21 +- setup.py => src/setup.py | 0 src/utils/__init__.py | 11 + path_utils.py => src/utils/path_utils.py | 0 tests/__init__.py | 4 + tests/debug_face_detection.py | 64 + tests/show_large_thumbnails.py | 76 + .../test_deepface_gui.py | 0 tests/test_deepface_only.py | 399 +++ .../test_face_recognition.py | 0 tests/test_simple_gui.py | 61 + tests/test_thumbnail_sizes.py | 52 + 61 files changed, 10717 insertions(+), 1100 deletions(-) create mode 100644 .cursorignore create mode 100644 .cursorrules create mode 100644 .notes/deepface_migration_plan.md create mode 100644 .notes/directory_structure.md create mode 100644 .notes/meeting_notes.md create mode 100644 .notes/project_overview.md create mode 100644 .notes/restructure_migration.md create mode 100644 .notes/task_list.md create mode 100644 CONTRIBUTING.md create mode 100644 IMPORT_FIX_SUMMARY.md create mode 100644 QUICK_START.md create mode 100644 RESTRUCTURE_SUMMARY.md create mode 100644 STATUS.md rename auto_match_gui.py => archive/auto_match_gui.py (100%) create mode 100644 archive/dashboard_gui_backup.py rename identify_gui.py => archive/identify_gui.py (100%) rename modify_identified_gui.py => archive/modify_identified_gui.py (100%) rename photo_tagger_original_backup.py => archive/photo_tagger_original_backup.py (100%) rename search_gui.py => archive/search_gui.py (100%) rename tag_manager_gui.py => archive/tag_manager_gui.py (100%) create mode 100644 demo_photos/more_photos/imgres.html create mode 100644 demo_photos/more_photos/trwert create mode 100644 demo_photos/testdeepface/P1010063.JPG create mode 100644 docs/ARCHITECTURE.md rename DEMO.md => docs/DEMO.md (100%) create mode 100644 docs/README.md create mode 100644 docs/README_OLD.md rename README_UNIFIED_DASHBOARD.md => docs/README_UNIFIED_DASHBOARD.md (100%) create mode 100644 docs/README_UNIFIED_DASHBOARD_OLD.md create mode 100755 run_dashboard.py create mode 100755 run_deepface_gui.sh create mode 100644 scripts/drop_all_tables.py create mode 100644 src/__init__.py create mode 100644 src/core/__init__.py rename config.py => src/core/config.py (100%) rename database.py => src/core/database.py (99%) rename face_processing.py => src/core/face_processing.py (96%) rename photo_management.py => src/core/photo_management.py (98%) rename search_stats.py => src/core/search_stats.py (99%) rename tag_management.py => src/core/tag_management.py (99%) create mode 100644 src/gui/__init__.py rename auto_match_panel.py => src/gui/auto_match_panel.py (99%) rename dashboard_gui.py => src/gui/dashboard_gui.py (99%) rename gui_core.py => src/gui/gui_core.py (99%) rename identify_panel.py => src/gui/identify_panel.py (99%) rename modify_panel.py => src/gui/modify_panel.py (99%) rename tag_manager_panel.py => src/gui/tag_manager_panel.py (99%) rename photo_tagger.py => src/photo_tagger.py (97%) rename setup.py => src/setup.py (100%) create mode 100644 src/utils/__init__.py rename path_utils.py => src/utils/path_utils.py (100%) create mode 100644 tests/__init__.py create mode 100644 tests/debug_face_detection.py create mode 100644 tests/show_large_thumbnails.py rename test_deepface_gui.py => tests/test_deepface_gui.py (100%) create mode 100755 tests/test_deepface_only.py rename test_face_recognition.py => tests/test_face_recognition.py (100%) create mode 100644 tests/test_simple_gui.py create mode 100644 tests/test_thumbnail_sizes.py diff --git a/.cursorignore b/.cursorignore new file mode 100644 index 0000000..3d712ac --- /dev/null +++ b/.cursorignore @@ -0,0 +1,127 @@ +# Cursor AI Ignore File +# Files and directories that Cursor should not index or analyze + +# Virtual Environment +venv/ +env/ +.venv/ + +# Python Cache +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python + +# Distribution / packaging +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Database Files +*.db +*.sqlite +*.sqlite3 +data/photos.db +photos.db + +# Logs +logs/ +*.log + +# IDE +.vscode/ +.idea/ +*.swp +*.swo +*~ +.DS_Store + +# Git +.git/ +.gitignore + +# Temporary Files +tmp/ +temp/ +*.tmp + +# Test Coverage +.coverage +htmlcov/ +.pytest_cache/ +.tox/ + +# Archives +archive/ +*.backup +*_backup.py +*_original.py + +# Demo/Sample Files +demo_photos/ +*.jpg +*.jpeg +*.png +*.gif +*.bmp +*.tiff +*.tif + +# Compiled Files +*.pyc +*.pyo +*.so + +# Documentation Build +docs/_build/ +docs/_static/ +docs/_templates/ + +# OS Files +.DS_Store +Thumbs.db +desktop.ini + +# Large Files +*.zip +*.tar.gz +*.rar + +# Config Files (may contain sensitive data) +gui_config.json +.env +.env.local + +# Scripts output +*.out +*.err + +# Jupyter Notebooks +.ipynb_checkpoints/ +*.ipynb + +# MyPy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyenv +.python-version + +# Package Manager +pip-log.txt +pip-delete-this-directory.txt + diff --git a/.cursorrules b/.cursorrules new file mode 100644 index 0000000..d0716f2 --- /dev/null +++ b/.cursorrules @@ -0,0 +1,133 @@ +# Cursor AI Rules for PunimTag + +## Project Context +This is a Python desktop application for photo management with facial recognition. + +## Code Style +- Follow PEP 8 strictly +- Use type hints for all function signatures +- Maximum line length: 100 characters +- Use 4 spaces for indentation (never tabs) +- Add docstrings to all public classes and methods + +## Import Organization +```python +# Standard library imports +import os +import sys + +# Third-party imports +import numpy as np +from PIL import Image + +# Local imports +from src.core.database import DatabaseManager +from src.utils.path_utils import normalize_path +``` + +## Naming Conventions +- Classes: PascalCase (e.g., `FaceProcessor`) +- Functions/methods: snake_case (e.g., `process_faces`) +- Constants: UPPER_SNAKE_CASE (e.g., `DEFAULT_TOLERANCE`) +- Private members: prefix with underscore (e.g., `_internal_method`) + +## Project Structure +- `src/core/`: Business logic and data processing +- `src/gui/`: GUI components and panels +- `src/utils/`: Utility functions +- `tests/`: Test files +- `docs/`: Documentation +- `.notes/`: Project planning and notes + +## Key Technologies +- Python 3.12+ +- Tkinter for GUI +- SQLite for database +- face_recognition (current, migrating to DeepFace) +- NumPy for numerical operations +- Pillow for image processing + +## Import Paths +Always use absolute imports from src: +```python +from src.core.database import DatabaseManager +from src.gui.gui_core import GUICore +``` + +## Database +- All database operations go through DatabaseManager +- Use context managers for database connections +- Always use prepared statements (never string interpolation) + +## Error Handling +- Use specific exception types +- Log errors appropriately +- Provide user-friendly error messages in GUI +- Never silently catch exceptions + +## Testing +- Write tests for all new features +- Use pytest framework +- Place tests in `tests/` directory +- Aim for >80% code coverage + +## Documentation +- Update docstrings when changing code +- Keep README.md current +- Update ARCHITECTURE.md for architectural changes +- Document complex algorithms inline + +## Git Commit Messages +Format: `: ` + +Types: +- feat: New feature +- fix: Bug fix +- docs: Documentation +- style: Formatting +- refactor: Code restructuring +- test: Tests +- chore: Maintenance + +## Current Focus +- Migrating from face_recognition to DeepFace +- Improving test coverage +- Optimizing performance +- Enhancing documentation + +## Avoid +- Circular imports +- Global state (except configuration) +- Hard-coded file paths +- SQL injection vulnerabilities +- Mixing business logic with GUI code + +## Prefer +- Type hints +- List/dict comprehensions over loops +- Context managers for resources +- f-strings for formatting +- Pathlib over os.path + +## When Adding Features +1. Design: Plan the feature +2. Database: Update schema if needed +3. Core: Implement business logic +4. GUI: Add UI components +5. Tests: Write test cases +6. Docs: Update documentation + +## Performance Considerations +- Cache face encodings +- Use database indices +- Batch database operations +- Lazy load large datasets +- Profile before optimizing + +## Security +- Validate all user inputs +- Sanitize file paths +- Use prepared SQL statements +- Don't store sensitive data in plain text +- Validate image files before processing + diff --git a/.notes/deepface_migration_plan.md b/.notes/deepface_migration_plan.md new file mode 100644 index 0000000..cf73aab --- /dev/null +++ b/.notes/deepface_migration_plan.md @@ -0,0 +1,805 @@ +# Migration Plan: Replace face_recognition with DeepFace in PunimTag + +**Version:** 1.0 +**Created:** October 15, 2025 +**Status:** Planning Phase + +--- + +## Executive Summary + +This plan outlines the complete migration from `face_recognition` library to `DeepFace` library for the PunimTag photo tagging application. Based on testing in `test_deepface_gui.py`, DeepFace provides superior accuracy using the ArcFace model with configurable detector backends. + +**Key Changes:** +- Face encoding dimensions: 128 → 512 (ArcFace model) +- Detection method: HOG/CNN → RetinaFace/MTCNN/OpenCV/SSD (configurable) +- Similarity metric: Euclidean distance → Cosine similarity +- Face location format: (top, right, bottom, left) → {x, y, w, h} +- No backward compatibility - fresh start with new database + +--- + +## PHASE 1: Database Schema Updates + +### Step 1.1: Update Database Schema +**File:** `src/core/database.py` + +**Actions:** +1. **Modify `faces` table** to add DeepFace-specific columns: +```sql +ALTER TABLE faces ADD COLUMN detector_backend TEXT DEFAULT 'retinaface'; +ALTER TABLE faces ADD COLUMN model_name TEXT DEFAULT 'ArcFace'; +ALTER TABLE faces ADD COLUMN face_confidence REAL DEFAULT 0.0; +``` + +2. **Update `person_encodings` table** similarly: +```sql +ALTER TABLE person_encodings ADD COLUMN detector_backend TEXT DEFAULT 'retinaface'; +ALTER TABLE person_encodings ADD COLUMN model_name TEXT DEFAULT 'ArcFace'; +``` + +3. **Update `init_database()` method** in `DatabaseManager` class: + - Add new columns to CREATE TABLE statements for `faces` and `person_encodings` + - Add indices for new columns if needed + +**Expected encoding size change:** +- face_recognition: 128 floats × 8 bytes = 1,024 bytes per encoding +- DeepFace ArcFace: 512 floats × 8 bytes = 4,096 bytes per encoding + +### Step 1.2: Update Database Methods +**File:** `src/core/database.py` + +**Actions:** +1. **Modify `add_face()` method signature:** +```python +def add_face(self, photo_id: int, encoding: bytes, location: str, + confidence: float = 0.0, quality_score: float = 0.0, + person_id: Optional[int] = None, + detector_backend: str = 'retinaface', + model_name: str = 'ArcFace', + face_confidence: float = 0.0) -> int: +``` + +2. **Modify `add_person_encoding()` method signature:** +```python +def add_person_encoding(self, person_id: int, face_id: int, encoding: bytes, + quality_score: float, + detector_backend: str = 'retinaface', + model_name: str = 'ArcFace'): +``` + +3. **Update all database queries** that insert/update faces to include new fields + +--- + +## PHASE 2: Configuration Updates + +### Step 2.1: Update Configuration Constants +**File:** `src/core/config.py` + +**Actions:** +1. **Replace face_recognition settings:** +```python +# OLD - Remove these: +# DEFAULT_FACE_DETECTION_MODEL = "hog" +# DEFAULT_FACE_TOLERANCE = 0.6 + +# NEW - Add these: +DEEPFACE_DETECTOR_BACKEND = "retinaface" # Options: retinaface, mtcnn, opencv, ssd +DEEPFACE_MODEL_NAME = "ArcFace" # Best accuracy model +DEEPFACE_DISTANCE_METRIC = "cosine" # For similarity calculation +DEEPFACE_ENFORCE_DETECTION = False # Don't fail if no faces found +DEEPFACE_ALIGN_FACES = True # Face alignment for better accuracy + +# Tolerance/threshold adjustments for DeepFace +DEFAULT_FACE_TOLERANCE = 0.4 # Lower for DeepFace (was 0.6 for face_recognition) +DEEPFACE_SIMILARITY_THRESHOLD = 60 # Minimum similarity percentage (0-100) + +# Environment settings for TensorFlow (DeepFace uses TensorFlow backend) +import os +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' # Suppress TensorFlow warnings +``` + +2. **Add detector backend options:** +```python +DEEPFACE_DETECTOR_OPTIONS = ["retinaface", "mtcnn", "opencv", "ssd"] +DEEPFACE_MODEL_OPTIONS = ["ArcFace", "Facenet", "Facenet512", "VGG-Face"] +``` + +### Step 2.2: Add TensorFlow Suppression +**File:** Add to all main entry points (dashboard_gui.py, photo_tagger.py, etc.) + +**Actions:** +```python +# At the top of file, before other imports +import os +import warnings +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' +warnings.filterwarnings('ignore') + +# Then import DeepFace +from deepface import DeepFace +``` + +--- + +## PHASE 3: Face Processing Core Migration + +### Step 3.1: Replace Face Detection and Encoding +**File:** `src/core/face_processing.py` → `FaceProcessor` class + +**Method:** `process_faces()` + +**Current Implementation (lines 59-144):** +```python +# OLD CODE: +image = face_recognition.load_image_file(photo_path) +face_locations = face_recognition.face_locations(image, model=model) +face_encodings = face_recognition.face_encodings(image, face_locations) +``` + +**New Implementation:** +```python +# NEW CODE: +try: + # Use DeepFace.represent() to get face detection and encodings + results = DeepFace.represent( + img_path=photo_path, + model_name=DEEPFACE_MODEL_NAME, # 'ArcFace' + detector_backend=DEEPFACE_DETECTOR_BACKEND, # 'retinaface' + enforce_detection=DEEPFACE_ENFORCE_DETECTION, # False + align=DEEPFACE_ALIGN_FACES # True + ) + + if not results: + if self.verbose >= 1: + print(f" 👤 No faces found") + # Mark as processed even with no faces + self.db.mark_photo_processed(photo_id) + continue + + if self.verbose >= 1: + print(f" 👤 Found {len(results)} faces") + + # Process each detected face + for i, result in enumerate(results): + # Extract face region info from DeepFace result + facial_area = result.get('facial_area', {}) + face_confidence = result.get('face_confidence', 0.0) + embedding = np.array(result['embedding']) + + # Convert DeepFace facial_area {x, y, w, h} to our location format + # Store as dict for consistency + location = { + 'x': facial_area.get('x', 0), + 'y': facial_area.get('y', 0), + 'w': facial_area.get('w', 0), + 'h': facial_area.get('h', 0) + } + + # Calculate face quality score (reuse existing method) + # Convert facial_area to (top, right, bottom, left) for quality calculation + face_location_tuple = ( + facial_area.get('y', 0), # top + facial_area.get('x', 0) + facial_area.get('w', 0), # right + facial_area.get('y', 0) + facial_area.get('h', 0), # bottom + facial_area.get('x', 0) # left + ) + + # Load image for quality calculation + image = Image.open(photo_path) + image_np = np.array(image) + quality_score = self._calculate_face_quality_score(image_np, face_location_tuple) + + # Store in database with new format + self.db.add_face( + photo_id=photo_id, + encoding=embedding.tobytes(), + location=str(location), # Store as string representation of dict + confidence=0.0, # Legacy field, keep for compatibility + quality_score=quality_score, + person_id=None, + detector_backend=DEEPFACE_DETECTOR_BACKEND, + model_name=DEEPFACE_MODEL_NAME, + face_confidence=face_confidence + ) + + if self.verbose >= 3: + print(f" Face {i+1}: {location} (quality: {quality_score:.2f}, confidence: {face_confidence:.2f})") + + # Mark as processed + self.db.mark_photo_processed(photo_id) + processed_count += 1 + +except Exception as e: + print(f"❌ Error processing {filename}: {e}") + self.db.mark_photo_processed(photo_id) +``` + +### Step 3.2: Update Face Location Handling +**File:** `src/core/face_processing.py` + +**Method:** `_extract_face_crop()` (appears twice, lines 212-271 and 541-600) + +**Current Implementation:** +```python +# OLD: face_recognition format (top, right, bottom, left) +top, right, bottom, left = location +``` + +**New Implementation:** +```python +# NEW: DeepFace format {x, y, w, h} +# Parse location from string if needed +if isinstance(location, str): + location = eval(location) # Convert string to dict + +# Handle both formats for compatibility during migration +if isinstance(location, dict): + # DeepFace format + left = location.get('x', 0) + top = location.get('y', 0) + width = location.get('w', 0) + height = location.get('h', 0) + right = left + width + bottom = top + height +else: + # Legacy face_recognition format (top, right, bottom, left) + top, right, bottom, left = location + +# Rest of the method remains the same +face_width = right - left +face_height = bottom - top +# ... etc +``` + +### Step 3.3: Replace Similarity Calculation +**File:** `src/core/face_processing.py` + +**Method:** `find_similar_faces()` and helper methods + +**Current Implementation (line 457):** +```python +# OLD: +distance = face_recognition.face_distance([target_encoding], other_enc)[0] +``` + +**New Implementation:** +```python +# NEW: Use cosine similarity (same as test_deepface_gui.py) +def _calculate_cosine_similarity(self, encoding1: np.ndarray, encoding2: np.ndarray) -> float: + """Calculate cosine similarity between two face encodings""" + try: + # Ensure encodings are numpy arrays + enc1 = np.array(encoding1).flatten() + enc2 = np.array(encoding2).flatten() + + # Check if encodings have the same length + if len(enc1) != len(enc2): + print(f"Warning: Encoding length mismatch: {len(enc1)} vs {len(enc2)}") + return 0.0 + + # Normalize encodings + enc1_norm = enc1 / (np.linalg.norm(enc1) + 1e-8) + enc2_norm = enc2 / (np.linalg.norm(enc2) + 1e-8) + + # Calculate cosine similarity + cosine_sim = np.dot(enc1_norm, enc2_norm) + + # Clamp to valid range [-1, 1] + cosine_sim = np.clip(cosine_sim, -1.0, 1.0) + + # Convert to distance (0 = identical, 2 = opposite) + # For consistency with face_recognition's distance metric + distance = 1.0 - cosine_sim # Range [0, 2], where 0 is perfect match + + return distance + + except Exception as e: + print(f"Error calculating similarity: {e}") + return 2.0 # Maximum distance on error + +# Replace in find_similar_faces(): +distance = self._calculate_cosine_similarity(target_encoding, other_enc) +``` + +**Update adaptive tolerance calculation (line 333-351):** +```python +def _calculate_adaptive_tolerance(self, base_tolerance: float, face_quality: float, match_confidence: float = None) -> float: + """Calculate adaptive tolerance based on face quality and match confidence + + Note: For DeepFace, tolerance values are generally lower than face_recognition + """ + # Start with base tolerance (e.g., 0.4 instead of 0.6) + tolerance = base_tolerance + + # Adjust based on face quality + quality_factor = 0.9 + (face_quality * 0.2) # Range: 0.9 to 1.1 + tolerance *= quality_factor + + # Adjust based on match confidence if provided + if match_confidence is not None: + confidence_factor = 0.95 + (match_confidence * 0.1) + tolerance *= confidence_factor + + # Ensure tolerance stays within reasonable bounds for DeepFace + return max(0.2, min(0.6, tolerance)) # Lower range for DeepFace +``` + +--- + +## PHASE 4: GUI Integration Updates + +### Step 4.1: Add DeepFace Settings to Dashboard +**File:** `src/gui/dashboard_gui.py` + +**Actions:** +1. **Add detector selection to menu or settings:** +```python +# Add to settings menu or control panel +detector_frame = ttk.Frame(settings_panel) +detector_frame.pack(fill=tk.X, padx=5, pady=5) + +ttk.Label(detector_frame, text="Face Detector:").pack(side=tk.LEFT, padx=5) +self.detector_var = tk.StringVar(value=DEEPFACE_DETECTOR_BACKEND) +detector_combo = ttk.Combobox(detector_frame, textvariable=self.detector_var, + values=DEEPFACE_DETECTOR_OPTIONS, + state="readonly", width=12) +detector_combo.pack(side=tk.LEFT, padx=5) + +ttk.Label(detector_frame, text="Model:").pack(side=tk.LEFT, padx=5) +self.model_var = tk.StringVar(value=DEEPFACE_MODEL_NAME) +model_combo = ttk.Combobox(detector_frame, textvariable=self.model_var, + values=DEEPFACE_MODEL_OPTIONS, + state="readonly", width=12) +model_combo.pack(side=tk.LEFT, padx=5) +``` + +2. **Update process_faces calls to use selected settings:** +```python +# When calling face processor +detector = self.detector_var.get() +model = self.model_var.get() + +# Pass to FaceProcessor (need to update FaceProcessor.__init__ to accept these) +self.face_processor = FaceProcessor( + db_manager=self.db, + verbose=self.verbose, + detector_backend=detector, + model_name=model +) +``` + +### Step 4.2: Update Face Processor Initialization +**File:** `src/core/face_processing.py` + +**Class:** `FaceProcessor.__init__()` + +**Actions:** +```python +def __init__(self, db_manager: DatabaseManager, verbose: int = 0, + detector_backend: str = None, model_name: str = None): + """Initialize face processor with DeepFace settings""" + self.db = db_manager + self.verbose = verbose + self.detector_backend = detector_backend or DEEPFACE_DETECTOR_BACKEND + self.model_name = model_name or DEEPFACE_MODEL_NAME + self._face_encoding_cache = {} + self._image_cache = {} +``` + +### Step 4.3: Update GUI Display Methods +**File:** Multiple panel files (identify_panel.py, auto_match_panel.py, modify_panel.py) + +**Actions:** +1. **Update all face thumbnail extraction** to handle new location format +2. **Update confidence display** to use cosine similarity percentages +3. **Update any hardcoded face_recognition references** + +**Example for identify_panel.py:** +```python +# In display methods, convert distance to percentage +confidence_pct = (1 - distance) * 100 # Already done correctly +# But ensure distance calculation uses cosine similarity +``` + +--- + +## PHASE 5: Dependencies and Installation + +### Step 5.1: Update requirements.txt +**File:** `requirements.txt` + +**Actions:** +```python +# REMOVE these: +# face-recognition==1.3.0 +# face-recognition-models==0.3.0 +# dlib>=20.0.0 + +# ADD these: +deepface>=0.0.79 +tensorflow>=2.13.0 # Required by DeepFace +opencv-python>=4.8.0 # Required by DeepFace +retina-face>=0.0.13 # For RetinaFace detector (best accuracy) + +# KEEP these: +numpy>=1.21.0 +pillow>=8.0.0 +click>=8.0.0 +setuptools>=40.0.0 +``` + +### Step 5.2: Create Migration Script +**File:** `scripts/migrate_to_deepface.py` (new file) + +**Purpose:** Drop all tables and reinitialize database for fresh start + +**Actions:** +```python +#!/usr/bin/env python3 +""" +Migration script to prepare database for DeepFace +Drops all existing tables and recreates with new schema +""" + +import sqlite3 +import sys +from pathlib import Path + +# Add parent directory to path +sys.path.insert(0, str(Path(__file__).parent.parent)) + +from src.core.database import DatabaseManager +from src.core.config import DEFAULT_DB_PATH + +def migrate_database(): + """Drop all tables and reinitialize with DeepFace schema""" + print("⚠️ WARNING: This will delete all existing data!") + response = input("Type 'DELETE ALL DATA' to confirm: ") + + if response != "DELETE ALL DATA": + print("Migration cancelled.") + return + + print("\n🗑️ Dropping all existing tables...") + + # Connect directly to database + conn = sqlite3.connect(DEFAULT_DB_PATH) + cursor = conn.cursor() + + # Drop all tables + tables = ['phototaglinkage', 'person_encodings', 'faces', 'tags', 'people', 'photos'] + for table in tables: + cursor.execute(f'DROP TABLE IF EXISTS {table}') + print(f" Dropped table: {table}") + + conn.commit() + conn.close() + + print("\n✅ All tables dropped successfully") + print("\n🔄 Reinitializing database with DeepFace schema...") + + # Reinitialize with new schema + db = DatabaseManager(DEFAULT_DB_PATH, verbose=1) + + print("\n✅ Database migration complete!") + print("\nNext steps:") + print("1. Add photos using the dashboard") + print("2. Process faces with DeepFace") + print("3. Identify people") + +if __name__ == "__main__": + migrate_database() +``` + +--- + +## PHASE 6: Testing and Validation + +### Step 6.1: Create Test Suite +**File:** `tests/test_deepface_integration.py` (new file) + +**Actions:** +```python +#!/usr/bin/env python3 +""" +Test DeepFace integration in PunimTag +""" + +import os +import sys +from pathlib import Path + +# Suppress TensorFlow warnings +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' +import warnings +warnings.filterwarnings('ignore') + +from src.core.database import DatabaseManager +from src.core.face_processing import FaceProcessor +from src.core.config import DEEPFACE_DETECTOR_BACKEND, DEEPFACE_MODEL_NAME + +def test_face_detection(): + """Test face detection with DeepFace""" + print("🧪 Testing DeepFace face detection...") + + db = DatabaseManager(":memory:", verbose=0) # In-memory database for testing + processor = FaceProcessor(db, verbose=1) + + # Test with a sample image + test_image = "demo_photos/2019-11-22_0011.jpg" + if not os.path.exists(test_image): + print(f"❌ Test image not found: {test_image}") + return False + + # Add photo to database + photo_id = db.add_photo(test_image, Path(test_image).name, None) + + # Process faces + count = processor.process_faces(limit=1) + + # Verify results + stats = db.get_statistics() + print(f"✅ Processed {count} photos, found {stats['total_faces']} faces") + + return stats['total_faces'] > 0 + +def test_face_matching(): + """Test face matching with DeepFace""" + print("\n🧪 Testing DeepFace face matching...") + + db = DatabaseManager(":memory:", verbose=0) + processor = FaceProcessor(db, verbose=1) + + # Test with multiple images + test_images = [ + "demo_photos/2019-11-22_0011.jpg", + "demo_photos/2019-11-22_0012.jpg" + ] + + for img in test_images: + if os.path.exists(img): + photo_id = db.add_photo(img, Path(img).name, None) + + # Process all faces + processor.process_faces(limit=10) + + # Find similar faces + faces = db.get_all_face_encodings() + if len(faces) >= 2: + matches = processor.find_similar_faces(faces[0][0]) + print(f"✅ Found {len(matches)} similar faces") + return len(matches) >= 0 + + return False + +def run_all_tests(): + """Run all tests""" + print("=" * 60) + print("DeepFace Integration Test Suite") + print("=" * 60) + + tests = [ + test_face_detection, + test_face_matching + ] + + results = [] + for test in tests: + try: + result = test() + results.append(result) + except Exception as e: + print(f"❌ Test failed with error: {e}") + results.append(False) + + print("\n" + "=" * 60) + print(f"Tests passed: {sum(results)}/{len(results)}") + print("=" * 60) + + return all(results) + +if __name__ == "__main__": + success = run_all_tests() + sys.exit(0 if success else 1) +``` + +### Step 6.2: Validation Checklist +1. **Face Detection:** + - [ ] DeepFace successfully detects faces in test images + - [ ] Face locations are correctly stored in new format + - [ ] Face encodings are 512-dimensional (ArcFace) + - [ ] Multiple detector backends work (retinaface, mtcnn, etc.) + +2. **Face Matching:** + - [ ] Similar faces are correctly identified + - [ ] Cosine similarity produces reasonable confidence scores + - [ ] Adaptive tolerance works with new metric + - [ ] No false positives at default threshold + +3. **GUI Integration:** + - [ ] All panels display faces correctly + - [ ] Face thumbnails extract properly with new location format + - [ ] Confidence scores display correctly + - [ ] Detector/model selection works in settings + +4. **Database:** + - [ ] New columns are created correctly + - [ ] Encodings are stored as 4096-byte BLOBs + - [ ] Queries work with new schema + - [ ] Indices improve performance + +--- + +## PHASE 7: Implementation Order + +**Execute in this order to minimize issues:** + +1. **Day 1: Database & Configuration** + - Update `requirements.txt` + - Install DeepFace: `pip install deepface tensorflow opencv-python retina-face` + - Update `src/core/config.py` with DeepFace settings + - Update `src/core/database.py` schema and methods + - Create and run `scripts/migrate_to_deepface.py` + +2. **Day 2: Core Face Processing** + - Update `src/core/face_processing.py` `process_faces()` method + - Update `_extract_face_crop()` to handle new location format + - Implement `_calculate_cosine_similarity()` method + - Update `find_similar_faces()` to use new similarity + - Update `_calculate_adaptive_tolerance()` for DeepFace ranges + +3. **Day 3: GUI Updates** + - Add detector/model selection to dashboard + - Update `FaceProcessor.__init__()` to accept settings + - Test face processing with GUI + +4. **Day 4: Panel Updates** + - Update `src/gui/identify_panel.py` for new format + - Update `src/gui/auto_match_panel.py` for new format + - Update `src/gui/modify_panel.py` for new format + - Verify all face displays work correctly + +5. **Day 5: Testing & Refinement** + - Create `tests/test_deepface_integration.py` + - Run all tests and fix issues + - Process test photos from `demo_photos/testdeepface/` + - Validate matching accuracy + - Adjust thresholds if needed + +6. **Day 6: Documentation & Cleanup** + - Update README.md with DeepFace information + - Document detector backend options + - Document model options and trade-offs + - Remove old face_recognition references + - Final testing + +--- + +## PHASE 8: Key Differences and Gotchas + +### Encoding Size Change +- **face_recognition:** 128 floats = 1,024 bytes +- **DeepFace ArcFace:** 512 floats = 4,096 bytes +- **Impact:** Database size will be ~4x larger for encodings +- **Action:** Ensure sufficient disk space + +### Location Format Change +- **face_recognition:** tuple `(top, right, bottom, left)` +- **DeepFace:** dict `{'x': x, 'y': y, 'w': w, 'h': h}` +- **Impact:** All location parsing code must be updated +- **Action:** Create helper function to convert between formats + +### Tolerance/Threshold Adjustments +- **face_recognition:** Default 0.6 works well +- **DeepFace:** Lower tolerance needed (0.4 recommended) +- **Impact:** Matching sensitivity changes +- **Action:** Test and adjust `DEFAULT_FACE_TOLERANCE` in config + +### Performance Considerations +- **DeepFace:** Slower than face_recognition (uses deep learning) +- **Mitigation:** Use GPU if available, cache results, process in batches +- **Action:** Add progress indicators, allow cancellation + +### Dependencies +- **DeepFace requires:** TensorFlow, OpenCV, specific detectors +- **Size:** ~500MB+ of additional packages and models +- **Action:** Warn users about download size during installation + +--- + +## PHASE 9: Rollback Plan (If Needed) + +Since we're starting fresh (no backward compatibility), rollback is simple: + +1. **Restore database:** + ```bash + rm data/photos.db + cp data/photos.db.backup data/photos.db # If backup exists + ``` + +2. **Restore code:** + ```bash + git checkout HEAD -- src/core/face_processing.py src/core/database.py src/core/config.py requirements.txt + ``` + +3. **Reinstall dependencies:** + ```bash + pip uninstall deepface tensorflow + pip install face-recognition + ``` + +--- + +## PHASE 10: Success Criteria + +Migration is complete when: + +- [ ] All face_recognition imports removed +- [ ] DeepFace successfully detects faces in test images +- [ ] Face matching produces accurate results +- [ ] All GUI panels work with new format +- [ ] Database stores DeepFace encodings correctly +- [ ] Test suite passes all tests +- [ ] Documentation updated +- [ ] No regression in core functionality +- [ ] Performance is acceptable (may be slower but accurate) + +--- + +## Additional Notes for Agent + +1. **Import Order Matters:** + ```python + # ALWAYS import in this order: + import os + import warnings + os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' + warnings.filterwarnings('ignore') + # THEN import DeepFace + from deepface import DeepFace + ``` + +2. **Error Handling:** + - DeepFace can throw various TensorFlow errors + - Always wrap DeepFace calls in try-except + - Use `enforce_detection=False` to avoid crashes on no-face images + +3. **Model Downloads:** + - First run will download models (~100MB+) + - Store in `~/.deepface/weights/` + - Plan for initial download time + +4. **Testing Strategy:** + - Use `demo_photos/testdeepface/` for initial testing + - These were already tested in `test_deepface_gui.py` + - Known good results for comparison + +5. **Code Quality:** + - Maintain existing code style + - Keep verbose levels consistent + - Preserve all existing functionality + - Add comments explaining DeepFace-specific code + +--- + +## Files to Modify (Summary) + +1. **`requirements.txt`** - Update dependencies +2. **`src/core/config.py`** - Add DeepFace configuration +3. **`src/core/database.py`** - Update schema and methods +4. **`src/core/face_processing.py`** - Replace all face_recognition code +5. **`src/gui/dashboard_gui.py`** - Add detector/model selection +6. **`src/gui/identify_panel.py`** - Update for new formats +7. **`src/gui/auto_match_panel.py`** - Update for new formats +8. **`src/gui/modify_panel.py`** - Update for new formats +9. **`scripts/migrate_to_deepface.py`** - New migration script +10. **`tests/test_deepface_integration.py`** - New test suite + +--- + +**END OF MIGRATION PLAN** + +This plan provides a complete, step-by-step guide for migrating from face_recognition to DeepFace. Execute phases in order, test thoroughly, and refer to `tests/test_deepface_gui.py` for working DeepFace implementation examples. + diff --git a/.notes/directory_structure.md b/.notes/directory_structure.md new file mode 100644 index 0000000..dfbf322 --- /dev/null +++ b/.notes/directory_structure.md @@ -0,0 +1,127 @@ +# Directory Structure + +## Overview +``` +punimtag/ +├── .notes/ # Project notes and planning +│ ├── project_overview.md # High-level project info +│ ├── task_list.md # Task tracking +│ ├── directory_structure.md # This file +│ └── meeting_notes.md # Meeting records +│ +├── src/ # Source code +│ ├── __init__.py +│ ├── photo_tagger.py # CLI entry point +│ ├── setup.py # Package setup +│ │ +│ ├── core/ # Business logic +│ │ ├── __init__.py +│ │ ├── config.py # Configuration +│ │ ├── database.py # Database manager +│ │ ├── face_processing.py # Face recognition +│ │ ├── photo_management.py # Photo operations +│ │ ├── tag_management.py # Tag operations +│ │ └── search_stats.py # Search & analytics +│ │ +│ ├── gui/ # GUI components +│ │ ├── __init__.py +│ │ ├── dashboard_gui.py # Main dashboard +│ │ ├── gui_core.py # Common utilities +│ │ ├── identify_panel.py # Identification UI +│ │ ├── auto_match_panel.py # Auto-matching UI +│ │ ├── modify_panel.py # Person editing UI +│ │ └── tag_manager_panel.py # Tag management UI +│ │ +│ └── utils/ # Utility functions +│ ├── __init__.py +│ └── path_utils.py # Path operations +│ +├── tests/ # Test suite +│ ├── __init__.py +│ ├── test_deepface_gui.py # DeepFace testing +│ ├── test_face_recognition.py # Face rec tests +│ ├── test_simple_gui.py # GUI tests +│ ├── test_thumbnail_sizes.py # UI tests +│ ├── debug_face_detection.py # Debug tools +│ └── show_large_thumbnails.py # Debug tools +│ +├── docs/ # Documentation +│ ├── README.md # Main documentation +│ ├── ARCHITECTURE.md # System architecture +│ ├── DEMO.md # Demo guide +│ └── README_UNIFIED_DASHBOARD.md +│ +├── data/ # Application data +│ └── photos.db # SQLite database +│ +├── demo_photos/ # Sample photos for testing +│ ├── events/ +│ ├── more_photos/ +│ └── testdeepface/ +│ +├── scripts/ # Utility scripts +│ └── drop_all_tables.py # Database utilities +│ +├── archive/ # Legacy/backup files +│ ├── *_backup.py # Old versions +│ └── *_gui.py # Legacy GUIs +│ +├── logs/ # Application logs +│ +├── venv/ # Virtual environment +│ +├── .git/ # Git repository +├── .gitignore # Git ignore rules +├── .cursorrules # Cursor AI rules +├── .cursorignore # Cursor ignore rules +├── requirements.txt # Python dependencies +├── gui_config.json # GUI preferences +├── demo.sh # Demo script +└── run_deepface_gui.sh # Run script +``` + +## Import Path Examples + +### From core modules: +```python +from src.core.database import DatabaseManager +from src.core.face_processing import FaceProcessor +from src.core.config import DEFAULT_DB_PATH +``` + +### From GUI modules: +```python +from src.gui.dashboard_gui import DashboardGUI +from src.gui.gui_core import GUICore +``` + +### From utils: +```python +from src.utils.path_utils import normalize_path +``` + +## Entry Points + +### GUI Application +```bash +python src/gui/dashboard_gui.py +``` + +### CLI Application +```bash +python src/photo_tagger.py +``` + +### Tests +```bash +python -m pytest tests/ +python tests/test_deepface_gui.py +``` + +## Notes +- All source code in `src/` directory +- Tests separate from source code +- Documentation in `docs/` +- Project notes in `.notes/` +- Legacy code archived in `archive/` + diff --git a/.notes/meeting_notes.md b/.notes/meeting_notes.md new file mode 100644 index 0000000..f3ebdb2 --- /dev/null +++ b/.notes/meeting_notes.md @@ -0,0 +1,73 @@ +# Meeting Notes + +## 2025-10-15: Project Restructuring + +### Attendees +- Development Team + +### Discussion +- Agreed to restructure project for better organization +- Adopted standard Python project layout +- Separated concerns: core, gui, utils, tests +- Created .notes directory for project management + +### Decisions +1. Move all business logic to `src/core/` +2. Move all GUI components to `src/gui/` +3. Move utilities to `src/utils/` +4. Consolidate tests in `tests/` +5. Move documentation to `docs/` +6. Archive legacy code instead of deleting + +### Action Items +- [x] Create new directory structure +- [x] Move files to appropriate locations +- [x] Create __init__.py files for packages +- [x] Create project notes +- [ ] Update import statements +- [ ] Test all functionality +- [ ] Update documentation + +--- + +## 2025-10-15: DeepFace Migration Planning + +### Attendees +- Development Team + +### Discussion +- Analyzed test_deepface_gui.py results +- DeepFace shows better accuracy than face_recognition +- ArcFace model recommended for best results +- RetinaFace detector provides best face detection + +### Decisions +1. Migrate from face_recognition to DeepFace +2. Use ArcFace model (512-dim encodings) +3. Use RetinaFace detector as default +4. Support multiple detector backends +5. No backward compatibility - fresh start + +### Action Items +- [x] Document migration plan +- [x] Create architecture document +- [ ] Update database schema +- [ ] Implement DeepFace integration +- [ ] Create migration script +- [ ] Test with demo photos + +### Technical Notes +- Encoding size: 128 → 512 dimensions +- Similarity metric: Euclidean → Cosine +- Location format: tuple → dict +- Tolerance adjustment: 0.6 → 0.4 + +--- + +## Future Topics +- Web interface design +- Cloud storage integration +- Performance optimization +- Multi-user support +- Mobile app development + diff --git a/.notes/project_overview.md b/.notes/project_overview.md new file mode 100644 index 0000000..028d7c2 --- /dev/null +++ b/.notes/project_overview.md @@ -0,0 +1,43 @@ +# PunimTag - Project Overview + +## Mission Statement +PunimTag is a desktop photo management application that leverages facial recognition AI to help users organize, tag, and search their photo collections efficiently. + +## Core Capabilities +- Automated face detection and recognition +- Person identification and management +- Custom tagging system +- Advanced search functionality +- Batch processing + +## Current Status +- **Version**: 1.0 (Development) +- **Stage**: Active Development +- **Next Major Feature**: DeepFace Migration + +## Key Technologies +- Python 3.12+ +- Tkinter (GUI) +- SQLite (Database) +- face_recognition (Current - to be replaced) +- DeepFace (Planned migration) + +## Project Goals +1. Make photo organization effortless +2. Provide accurate face recognition +3. Enable powerful search capabilities +4. Maintain user privacy (local-only by default) +5. Scale to large photo collections (50K+ photos) + +## Success Metrics +- Face recognition accuracy > 95% +- Process 1000+ photos per hour +- Search response time < 1 second +- Zero data loss +- User-friendly interface + +## Links +- Architecture: `docs/ARCHITECTURE.md` +- Main README: `docs/README.md` +- Demo Guide: `docs/DEMO.md` + diff --git a/.notes/restructure_migration.md b/.notes/restructure_migration.md new file mode 100644 index 0000000..8e398c2 --- /dev/null +++ b/.notes/restructure_migration.md @@ -0,0 +1,342 @@ +# Project Restructure Migration Guide + +## Overview +The project has been restructured to follow Python best practices with a clean separation of concerns. + +--- + +## Directory Changes + +### Before → After + +``` +Root Directory Files → Organized Structure +``` + +| Old Location | New Location | Type | +|-------------|--------------|------| +| `config.py` | `src/core/config.py` | Core | +| `database.py` | `src/core/database.py` | Core | +| `face_processing.py` | `src/core/face_processing.py` | Core | +| `photo_management.py` | `src/core/photo_management.py` | Core | +| `tag_management.py` | `src/core/tag_management.py` | Core | +| `search_stats.py` | `src/core/search_stats.py` | Core | +| `dashboard_gui.py` | `src/gui/dashboard_gui.py` | GUI | +| `gui_core.py` | `src/gui/gui_core.py` | GUI | +| `identify_panel.py` | `src/gui/identify_panel.py` | GUI | +| `auto_match_panel.py` | `src/gui/auto_match_panel.py` | GUI | +| `modify_panel.py` | `src/gui/modify_panel.py` | GUI | +| `tag_manager_panel.py` | `src/gui/tag_manager_panel.py` | GUI | +| `path_utils.py` | `src/utils/path_utils.py` | Utils | +| `photo_tagger.py` | `src/photo_tagger.py` | Entry | +| `test_*.py` | `tests/test_*.py` | Tests | +| `README.md` | `docs/README.md` | Docs | +| `ARCHITECTURE.md` | `docs/ARCHITECTURE.md` | Docs | + +--- + +## Import Path Changes + +### Core Modules + +**Before:** +```python +from config import DEFAULT_DB_PATH +from database import DatabaseManager +from face_processing import FaceProcessor +from photo_management import PhotoManager +from tag_management import TagManager +from search_stats import SearchStats +``` + +**After:** +```python +from src.core.config import DEFAULT_DB_PATH +from src.core.database import DatabaseManager +from src.core.face_processing import FaceProcessor +from src.core.photo_management import PhotoManager +from src.core.tag_management import TagManager +from src.core.search_stats import SearchStats +``` + +### GUI Modules + +**Before:** +```python +from gui_core import GUICore +from identify_panel import IdentifyPanel +from auto_match_panel import AutoMatchPanel +from modify_panel import ModifyPanel +from tag_manager_panel import TagManagerPanel +``` + +**After:** +```python +from src.gui.gui_core import GUICore +from src.gui.identify_panel import IdentifyPanel +from src.gui.auto_match_panel import AutoMatchPanel +from src.gui.modify_panel import ModifyPanel +from src.gui.tag_manager_panel import TagManagerPanel +``` + +### Utility Modules + +**Before:** +```python +from path_utils import normalize_path, validate_path_exists +``` + +**After:** +```python +from src.utils.path_utils import normalize_path, validate_path_exists +``` + +--- + +## Files Requiring Import Updates + +### Priority 1 - Core Files +- [ ] `src/core/face_processing.py` +- [ ] `src/core/photo_management.py` +- [ ] `src/core/tag_management.py` +- [ ] `src/core/search_stats.py` +- [ ] `src/core/database.py` + +### Priority 2 - GUI Files +- [ ] `src/gui/dashboard_gui.py` +- [ ] `src/gui/identify_panel.py` +- [ ] `src/gui/auto_match_panel.py` +- [ ] `src/gui/modify_panel.py` +- [ ] `src/gui/tag_manager_panel.py` +- [ ] `src/gui/gui_core.py` + +### Priority 3 - Entry Points +- [ ] `src/photo_tagger.py` +- [ ] `src/setup.py` + +### Priority 4 - Tests +- [ ] `tests/test_deepface_gui.py` +- [ ] `tests/test_face_recognition.py` +- [ ] `tests/test_simple_gui.py` + +--- + +## Search & Replace Patterns + +Use these patterns to update imports systematically: + +### Pattern 1: Core imports +```bash +# Find +from config import +from database import +from face_processing import +from photo_management import +from tag_management import +from search_stats import + +# Replace with +from src.core.config import +from src.core.database import +from src.core.face_processing import +from src.core.photo_management import +from src.core.tag_management import +from src.core.search_stats import +``` + +### Pattern 2: GUI imports +```bash +# Find +from gui_core import +from identify_panel import +from auto_match_panel import +from modify_panel import +from tag_manager_panel import + +# Replace with +from src.gui.gui_core import +from src.gui.identify_panel import +from src.gui.auto_match_panel import +from src.gui.modify_panel import +from src.gui.tag_manager_panel import +``` + +### Pattern 3: Utils imports +```bash +# Find +from path_utils import + +# Replace with +from src.utils.path_utils import +``` + +--- + +## Running the Application After Restructure + +### GUI Dashboard +```bash +# Old +python dashboard_gui.py + +# New +python src/gui/dashboard_gui.py +# OR +python -m src.gui.dashboard_gui +``` + +### CLI Tool +```bash +# Old +python photo_tagger.py + +# New +python src/photo_tagger.py +# OR +python -m src.photo_tagger +``` + +### Tests +```bash +# Old +python test_deepface_gui.py + +# New +python tests/test_deepface_gui.py +# OR +python -m pytest tests/ +``` + +--- + +## Verification Steps + +### 1. Check Import Errors +```bash +cd /home/ladmin/Code/punimtag +python -c "from src.core import DatabaseManager; print('Core imports OK')" +python -c "from src.gui import GUICore; print('GUI imports OK')" +python -c "from src.utils import normalize_path; print('Utils imports OK')" +``` + +### 2. Test Each Module +```bash +# Test core modules +python -c "from src.core.database import DatabaseManager; db = DatabaseManager(':memory:'); print('Database OK')" + +# Test GUI modules (may need display) +python -c "from src.gui.gui_core import GUICore; print('GUI Core OK')" +``` + +### 3. Run Application +```bash +# Try to launch dashboard +python src/gui/dashboard_gui.py +``` + +### 4. Run Tests +```bash +# Run test suite +python -m pytest tests/ -v +``` + +--- + +## Common Issues and Solutions + +### Issue 1: ModuleNotFoundError +``` +ModuleNotFoundError: No module named 'config' +``` + +**Solution:** Update import from `from config import` to `from src.core.config import` + +### Issue 2: Relative Import Error +``` +ImportError: attempted relative import with no known parent package +``` + +**Solution:** Use absolute imports with `src.` prefix + +### Issue 3: Circular Import +``` +ImportError: cannot import name 'X' from partially initialized module +``` + +**Solution:** Check for circular dependencies, may need to refactor + +### Issue 4: sys.path Issues +If imports still fail, add to top of file: +```python +import sys +from pathlib import Path + +# Add project root to path +project_root = Path(__file__).parent.parent # Adjust based on file location +sys.path.insert(0, str(project_root)) +``` + +--- + +## Rollback Plan + +If issues arise, you can rollback: + +```bash +# Revert git changes +git checkout HEAD -- . + +# Or manually move files back +mv src/core/*.py . +mv src/gui/*.py . +mv src/utils/*.py . +mv tests/*.py . +mv docs/*.md . +``` + +--- + +## Benefits of New Structure + +✅ **Better Organization**: Clear separation of concerns +✅ **Easier Navigation**: Files grouped by function +✅ **Professional**: Follows Python community standards +✅ **Scalable**: Easy to add new modules +✅ **Testable**: Tests separate from source +✅ **Maintainable**: Clear dependencies + +--- + +## Next Steps + +1. ✅ Directory structure created +2. ✅ Files moved to new locations +3. ✅ __init__.py files created +4. ✅ Documentation updated +5. ⏳ Update import statements (NEXT) +6. ⏳ Test all functionality +7. ⏳ Update scripts and launchers +8. ⏳ Commit changes + +--- + +## Testing Checklist + +After updating imports, verify: + +- [ ] Dashboard GUI launches +- [ ] Can scan for photos +- [ ] Face processing works +- [ ] Face identification works +- [ ] Auto-matching works +- [ ] Tag management works +- [ ] Search functionality works +- [ ] Database operations work +- [ ] All tests pass + +--- + +**Status**: Files moved, imports need updating +**Last Updated**: 2025-10-15 +**Next Action**: Update import statements in all files + diff --git a/.notes/task_list.md b/.notes/task_list.md new file mode 100644 index 0000000..dd0554e --- /dev/null +++ b/.notes/task_list.md @@ -0,0 +1,65 @@ +# Task List + +## High Priority + +### DeepFace Migration +- [ ] Update requirements.txt with DeepFace dependencies +- [ ] Modify database schema for DeepFace support +- [ ] Implement DeepFace face detection +- [ ] Implement cosine similarity matching +- [ ] Update GUI for detector selection +- [ ] Create migration script +- [ ] Test with demo photos +- [ ] Update documentation + +### Bug Fixes +- [ ] Fix import paths after restructuring +- [ ] Update all relative imports to absolute imports +- [ ] Test all GUI panels after restructure +- [ ] Verify database connections work + +## Medium Priority + +### Code Quality +- [ ] Add type hints throughout codebase +- [ ] Improve error handling consistency +- [ ] Add logging framework +- [ ] Increase test coverage +- [ ] Document all public APIs + +### Features +- [ ] Add batch face identification +- [ ] Implement face clustering +- [ ] Add photo timeline view +- [ ] Implement advanced filters +- [ ] Add keyboard shortcuts + +## Low Priority + +### Performance +- [ ] Optimize database queries +- [ ] Implement result caching +- [ ] Add lazy loading for large datasets +- [ ] Profile and optimize slow operations + +### Documentation +- [ ] Create developer guide +- [ ] Add API documentation +- [ ] Create video tutorials +- [ ] Write troubleshooting guide + +## Completed +- [x] Restructure project to organized layout +- [x] Create architecture documentation +- [x] Unified dashboard interface +- [x] Auto-matching functionality +- [x] Tag management system +- [x] Search and statistics + +## Backlog +- Web interface migration +- Cloud storage integration +- Mobile app +- Video face detection +- Multi-user support + diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..09b2483 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,522 @@ +# Contributing to PunimTag + +Thank you for your interest in contributing to PunimTag! This document provides guidelines and instructions for contributing to the project. + +--- + +## 📋 Table of Contents + +1. [Code of Conduct](#code-of-conduct) +2. [Getting Started](#getting-started) +3. [Development Workflow](#development-workflow) +4. [Coding Standards](#coding-standards) +5. [Testing](#testing) +6. [Documentation](#documentation) +7. [Pull Request Process](#pull-request-process) +8. [Project Structure](#project-structure) + +--- + +## 🤝 Code of Conduct + +### Our Pledge +We are committed to providing a welcoming and inclusive environment for all contributors. + +### Expected Behavior +- Be respectful and considerate +- Welcome newcomers and help them learn +- Accept constructive criticism gracefully +- Focus on what's best for the project +- Show empathy towards other contributors + +### Unacceptable Behavior +- Harassment or discriminatory language +- Trolling or insulting comments +- Public or private harassment +- Publishing others' private information +- Other unprofessional conduct + +--- + +## 🚀 Getting Started + +### Prerequisites +- Python 3.12+ +- Git +- Basic understanding of Python and Tkinter +- Familiarity with face recognition concepts (helpful) + +### Setting Up Development Environment + +1. **Fork and Clone** +```bash +git fork +git clone +cd punimtag +``` + +2. **Create Virtual Environment** +```bash +python -m venv venv +source venv/bin/activate # Windows: venv\Scripts\activate +``` + +3. **Install Dependencies** +```bash +pip install -r requirements.txt +pip install -r requirements-dev.txt # If available +``` + +4. **Verify Installation** +```bash +python src/gui/dashboard_gui.py +``` + +--- + +## 🔄 Development Workflow + +### Branch Strategy + +``` +main/master - Stable releases +develop - Integration branch +feature/* - New features +bugfix/* - Bug fixes +hotfix/* - Urgent fixes +release/* - Release preparation +``` + +### Creating a Feature Branch + +```bash +git checkout develop +git pull origin develop +git checkout -b feature/your-feature-name +``` + +### Making Changes + +1. Make your changes in the appropriate directory: + - Business logic: `src/core/` + - GUI components: `src/gui/` + - Utilities: `src/utils/` + - Tests: `tests/` + +2. Follow coding standards (see below) + +3. Add/update tests + +4. Update documentation + +5. Test your changes thoroughly + +### Committing Changes + +Use clear, descriptive commit messages: + +```bash +git add . +git commit -m "feat: add face clustering algorithm" +``` + +**Commit Message Format:** +``` +: + + + +