# Release Notes - Surveillance Video Dataset v1.0.0

## 🎉 Initial Release - Surveillance Video Dataset

**Version:** 1.0.0  
**Release Date:** January 2026  
**Author:** Molla Samser  
**Website:** https://rskworld.in/

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## 📦 What's Included

### Core Features
- ✅ **Sample Surveillance Videos** - 2 sample videos (sample.mp4, sample2.mp4)
- ✅ **Activity Annotations** - JSON format annotations for activities
- ✅ **Person Detection** - Pre-labeled person detection data
- ✅ **Anomaly Events** - Marked anomaly detection events
- ✅ **Video Metadata** - Comprehensive video information

### Python Scripts (15+)
1. **process_video.py** - Basic video processing and frame extraction
2. **detect_persons.py** - Person detection using YOLO and OpenCV
3. **detect_anomalies.py** - Anomaly detection with motion and optical flow
4. **extract_frames.py** - Frame extraction from videos
5. **create_sample_video.py** - Generate synthetic sample videos
6. **setup.py** - Project setup and dependency checking
7. **verify_project.py** - Project verification script

### Advanced Features (8)
1. **Analytics Dashboard** (`analytics_dashboard.html`) - Real-time analytics with charts
2. **REST API Server** (`api_server.py`) - Flask-based API with multiple endpoints
3. **Batch Processing** (`batch_processor.py`) - Parallel video processing
4. **ML Model Training** (`train_ml_model.py`) - Custom model training
5. **Video Quality Analyzer** (`video_quality_analyzer.py`) - Quality metrics
6. **Multi-Camera System** (`multi_camera_system.py`) - Synchronized multi-camera
7. **Video Search Engine** (`video_search.py`) - Advanced search and filtering
8. **Alert System** (`alert_system.py`) - Real-time alerts and notifications

### Web Interface
- **index.html** - Main demo page with enhanced UI/UX
- **analytics_dashboard.html** - Advanced analytics dashboard
- **styles.css** - Modern responsive styling
- **script.js** - Interactive JavaScript functionality
- **analytics.js** - Dashboard analytics JavaScript

### Documentation
- **README.md** - Comprehensive documentation
- **LICENSE** - MIT License
- **requirements.txt** - Python dependencies
- **package.json** - Node.js package info

### Data Files
- **project_data.json** - Project data (JSON format)
- **project_data.php** - Project data (PHP format)
- **project_data.py** - Project data (Python format)
- **surveillance-video.zip** - Complete dataset ZIP file

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## 🚀 Quick Start

### Installation
```bash
# 1. Clone the repository
git clone https://github.com/rskworld/surveillance-video.git
cd surveillance-video

# 2. Install dependencies
pip install -r requirements.txt

# 3. Run setup
python setup.py

# 4. Create sample videos (optional)
python create_sample_video.py
```

### Usage
```bash
# Process a video
python process_video.py

# Detect persons
python detect_persons.py

# Detect anomalies
python detect_anomalies.py

# Start API server
python api_server.py
```

---

## 📊 Project Statistics

- **Total Files:** 37+
- **Python Scripts:** 15+
- **Lines of Code:** 7,000+
- **Features:** 8 Advanced Features
- **Sample Videos:** 2 (sample.mp4, sample2.mp4)
- **Documentation:** Complete README with installation guide

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## 🎯 Key Features

### Video Processing
- Support for MP4, AVI formats
- Frame extraction at custom intervals
- Video information retrieval
- Quality analysis

### AI/ML Capabilities
- YOLO-based person detection
- Anomaly detection algorithms
- ML model training support
- Custom model fine-tuning

### Advanced Analytics
- Real-time dashboard
- Interactive charts
- Event timeline
- Export capabilities (JSON, CSV, PDF)

### System Features
- REST API endpoints
- Batch processing
- Multi-camera support
- Video search engine
- Alert notifications

---

## 🔧 Technologies Used

- **Python 3.8+**
- **OpenCV** - Video processing
- **YOLO/Ultralytics** - Object detection
- **Flask** - REST API
- **PyTorch** - ML training (optional)
- **HTML/CSS/JavaScript** - Web interface
- **Chart.js** - Data visualization

---

## 📝 File Structure

```
surveillance-video/
├── index.html                      # Main demo page
├── analytics_dashboard.html        # Analytics dashboard
├── styles.css                      # Styling
├── script.js                       # JavaScript
├── analytics.js                    # Analytics JS
├── Python Scripts (15+ files)
├── videos/                         # Video files
├── annotations/                    # JSON annotations
├── frames/                         # Extracted frames
├── config/                         # Configuration
├── models/                         # ML models
└── output/                         # Processing output
```

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## 🐛 Known Issues

None at this time. All features have been tested and verified.

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## 🔮 Future Enhancements

- Additional video samples
- More ML model architectures
- Enhanced analytics features
- Mobile app support
- Cloud deployment guides

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## 📞 Support

For questions, issues, or contributions:
- **Website:** https://rskworld.in/
- **Email:** help@rskworld.in
- **Phone:** +91 93305 39277

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## 📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

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## 🙏 Acknowledgments

Created by **Molla Samser** - rskworld.in

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**Download:** [surveillance-video.zip](./surveillance-video.zip)  
**Repository:** https://github.com/rskworld/surveillance-video  
**Documentation:** [README.md](./README.md)

