readme_content = """# Enhanced Shoplifting Detection System

Features

• 🔐 Secure login system
• 🎥 Real-time video processing
• 🚨 Automatic anomaly detection and capture
• 📊 Live monitoring dashboard
• 📁 Anomaly image management
• 🔄 Alert system with different severity levels

Installation

1. Run the installation script: python install_system.py
2. Place your YOLOv8 model in config/shoplifting_weights.pt
3. Run the system: python run_detection_system.py

Login Credentials

• Email: madhu25@gmail.com
• Password: madhu123

Usage

1. Access the system at http://localhost:5000
2. Login with the provided credentials
3. Upload a video file
4. Start detection
5. Monitor live feed and captured anomalies

Directory Structure

• config/ - Configuration files and model
• uploads/ - Uploaded video files
• anomalies/ - Captured anomaly images
• logs/ - System logs
• static/ - Static web assets
• templates/ - HTML templates

API Endpoints

• / - Login page
• /dashboard - Main dashboard (requires login)
• /upload_video - Upload video file
• /start_detection - Start detection
• /stop_detection - Stop detection
• /video_feed - Live video stream
• /anomalies - Get anomaly data
• /anomaly_images/<filename> - Serve anomaly images

Configuration

Edit config/enhanced_parameters.py to customize:

• Detection thresholds

• High-value zones

• Behavior patterns

• Alert settings """

  with open("README.md", "w") as f: f.write(readme_content) print("✓ Created README.md")

def main(): """Main installation function""" print("🔧 Enhanced Shoplifting Detection System Installer") print("=" * 50)

# Install requirements
if not install_requirements():
    print("❌ Installation failed!")
    sys.exit(1)

# Create project structure
create_project_structure()

# Create sample files
create_sample_files()

print("\n✅ Installation completed successfully!")
print("\nNext steps:")
print("1. Place your YOLOv8 shoplifting detection model in 'config/shoplifting_weights.pt'")
print("2. Run: python run_detection_system.py")
print("3. Open browser to: http://localhost:5000")
print("4. Login with: madhu25@gmail.com / madhu123")

if name == "main": main()