I build production-ready computer vision systems that watch, detect, track, and alert — in real time, on your own camera feed.
At BytesGenX, I've shipped CV systems using YOLO11, OpenCV, ByteTrack, and custom-trained models — covering the full pipeline from raw webcam footage to a live dashboard with business logic.
What I deliver:
Real-time object detection on live camera or video feeds
Multi-object tracking with stable IDs across frames (ByteTrack)
Zone-based monitoring — define areas, track who enters, how long they stay
Dwell time tracking and automated alerts (e.g. table waiting too long)
Activity detection — drink serving, PPE compliance, crowd counting
Custom YOLO model training on your own environment and camera angle
Annotated live video dashboards with overlays, alerts, and state indicators
People counting, vehicle counting, entry/exit tracking
I build production-ready computer vision systems that watch, detect, track, and alert — in real time, on your own camera feed.
At BytesGenX, I've shipped CV systems using YOLO11, OpenCV, ByteTrack, and custom-trained models — covering the full pipeline from raw webcam footage to a live dashboard with business logic.
What I deliver:
Real-time object detection on live camera or video feeds
Multi-object tracking with stable IDs across frames (ByteTrack)
Zone-based monitoring — define areas, track who enters, how long they stay
Dwell time tracking and automated alerts (e.g. table waiting too long)
Activity detection — drink serving, PPE compliance, crowd counting
Custom YOLO model training on your own environment and camera angle
Annotated live video dashboards with overlays, alerts, and state indicators
People counting, vehicle counting, entry/exit tracking