# Face Recognition Dataset - Complete File Index

<!--
Project Information:
- Project ID: 22
- Title: Face Recognition Dataset
- Category: Image Data
- Technologies: PNG, JPG, NumPy, OpenCV, Face Recognition

Contact Information:
RSK World
Founder: Molla Samser
Designer & Tester: Rima Khatun
Email: help@rskworld.in
Phone: +91 93305 39277
Address: Nutanhat, Mongolkote, Purba Burdwan, West Bengal, India, 713147
Website: https://rskworld.in/
Year: 2026
-->

## 📚 Documentation Files

1. **README.md** - Main project documentation
2. **QUICKSTART.md** - Quick start guide
3. **INSTALLATION_GUIDE.md** - Detailed installation instructions
4. **FEATURES.md** - Complete feature documentation
5. **PROJECT_SUMMARY.md** - Project overview and status
6. **PROJECT_INFO.txt** - Project information summary
7. **INDEX.md** - This file (complete index)

## 🐍 Python Scripts

### Main Scripts
1. **config.py** - Configuration settings
2. **train_model.py** - Train face recognition model
3. **create_sample_data.py** - Generate sample data
4. **test_system.py** - Comprehensive test suite
5. **example_usage.py** - Usage examples
6. **advanced_demo.py** - Advanced features demo
7. **demo.py** - Interactive demo (webcam/image)
8. **setup_dataset.py** - Setup directory structure

### Scripts Package (scripts/)
1. **__init__.py** - Package initialization
2. **load_dataset.py** - Dataset loading utilities
3. **preprocess.py** - Image preprocessing
4. **recognize_faces.py** - Face recognition system
5. **advanced_features.py** - Advanced features (verification, clustering, quality, alignment, batch)
6. **data_augmentation.py** - Data augmentation utilities
7. **api_server.py** - REST API server
8. **visualize.py** - Visualization utilities

## 📦 Configuration & Data

1. **requirements.txt** - Python dependencies
2. **.gitignore** - Git ignore rules
3. **LICENSE** - MIT License
4. **project_metadata.json** - Project metadata

## 🌐 Web Files

1. **index.html** - HTML demo page

## 📊 Data Structure

```
data/
├── train/          - Training images (25 sample images)
│   ├── person_001/ (5 images)
│   ├── person_002/ (5 images)
│   ├── person_003/ (5 images)
│   ├── person_004/ (5 images)
│   └── person_005/ (5 images)
├── test/           - Test images
└── validation/     - Validation images

models/             - Saved models
```

## 🎯 Quick Reference

### Installation
```bash
pip install -r requirements.txt
python setup_dataset.py
```

### Create Sample Data
```bash
python create_sample_data.py
```

### Train Model
```bash
python train_model.py
```

### Test System
```bash
python test_system.py
```

### Run Demos
```bash
python example_usage.py
python advanced_demo.py
python demo.py
```

### Start API Server
```bash
python scripts/api_server.py
```

## 📋 Feature Checklist

### Core Features ✅
- [x] Face detection
- [x] Face encoding
- [x] Face recognition
- [x] Model training
- [x] Model saving/loading
- [x] Real-time recognition

### Advanced Features ✅
- [x] Face verification (1:1)
- [x] Face clustering
- [x] Quality assessment
- [x] Face alignment
- [x] Data augmentation
- [x] Batch processing
- [x] REST API

### Utilities ✅
- [x] Dataset loading
- [x] Image preprocessing
- [x] Visualization
- [x] Sample data generation
- [x] Test suite

### Documentation ✅
- [x] README
- [x] Quick start guide
- [x] Installation guide
- [x] Features documentation
- [x] Project summary
- [x] HTML demo page

## 🔍 File Descriptions

### Core Recognition
- **recognize_faces.py**: Main face recognition class with train/recognize methods
- **preprocess.py**: Face detection, extraction, encoding generation
- **load_dataset.py**: Dataset organization and loading

### Advanced Features
- **advanced_features.py**: Verification, clustering, quality, alignment, batch processing
- **data_augmentation.py**: 8+ augmentation techniques
- **api_server.py**: Flask REST API server

### Utilities
- **visualize.py**: Dataset visualization and statistics
- **create_sample_data.py**: Generate synthetic sample images
- **test_system.py**: Comprehensive testing suite

### Configuration
- **config.py**: Centralized configuration (paths, settings, parameters)

## 📞 Contact

**RSK World**
- Founder: Molla Samser
- Designer & Tester: Rima Khatun
- Email: help@rskworld.in
- Phone: +91 93305 39277
- Website: https://rskworld.in/

© 2026 RSK World. All rights reserved.

