Video Surveillance Tracker

A video analysis system for object tracking and zone intrusion detection with configurable parameters.

Features

• 🎯 Object tracking with history visualization
• 🚨 Zone intrusion detection and alarm triggering
• ⚙️ Fully configurable through YAML settings
• 📹 Video input/output processing
• 📊 Custom channel region configuration

Configuration (config-v2.yaml)

model_path: 'checkpoints/best.pt'
video_path: 'video/test.mp4'
output_path: "outputs/output_custom_tracker_best/result.mp4"
channel_region:
  - [409, 1113]
  - [870, 1080]
  - [1745, 1500]
  - [630, 1520]
track_history_length: 30
alarm_threshold_seconds: 5
save_debug_frames: False
fps: null

Key Parameters:

• channel_region: Polygon coordinates defining surveillance area
• alarm_threshold_seconds: Duration threshold for triggering alerts
• track_history_length: Number of frames to visualize tracking path
• model_path: Pretrained object detection model

Usage

1. Install dependencies:

pip install -r requirements.txt

2. Configure settings in config/config-v2.yaml

3. Run main script:

python main.py

License

MIT License