I will build a real time computer vision system

What I deliver

I build real-time computer vision systems using Python, YOLOv8, and OpenCV custom pipelines tailored to your specific use case, not generic tutorials repacked as a service.

My work includes a deployed multi-model vision system combining YOLOv8 object detection, MiDaS depth estimation, and ByteTrack multi-object tracking, running fully offline at 1215 FPS on edge hardware. That is the level of work you can expect.

This gig covers:

• Real-time object detection on video files or live webcam feed
• Multi-object tracking with unique ID assignment per object
• Depth estimation and spatial awareness layers
• Custom output audio alerts, CSV logs, on-screen overlays
• Clean, documented, ready-to-run Python code

Who this is for:

Researchers, startups, and hardware developers who need a reliable, production-grade computer vision pipeline built by someone who has actually shipped one.

What I need from you:

A clear brief your use case, target objects, hardware specs if relevant, and preferred output format. The more specific you are, the better the result.

Delivery includes full source code and a working demo video for every package.

If your requirement does not fit a standard package, mes