Project Overview
Objective
Extended smart home monitoring with segmentation, tracking, and instant intrusion alerts.
Stack
YOLOv9-segByteTrackTelegram Bot API
Delivery highlights
- Developed a real-time smart home surveillance system using YOLOv9-seg for instance segmentation and ByteTrack for multi-object tracking to monitor parcel deliveries and detect fenceclimbing intrusions. The system tracks detected objects across video frames and analyzes their movement relative to predefined boundary lines (e.g., fence areas). When a tracked object crosses the boundary, the system automatically triggers a Telegram alert notification, enabling homeowners to receive immediate real-time warnings and respond quickly to potential security events