Project Description
I am looking for an experienced Computer Vision / AI developer to build a real-time video processing prototype.
Scope of work (Phase 1):
- Connect to RTSP stream (IP camera / NVR)
- Process live video feed
- Implement human detection using a lightweight model (e.g., YOLO or similar)
- Display bounding boxes on detected objects
- Ensure near real-time performance (minimum 8–10 FPS)
Technical requirements:
- Strong experience with Python and OpenCV
- Experience handling RTSP streams
- Familiar with object detection models (YOLO, TensorFlow, PyTorch, etc.)
- Experience with video pipelines (FFmpeg / GStreamer is a plus)
- Able to run solution on local machine (no cloud dependency)
Deliverables:
- Working demo (video or live screen)
- Source code
- Setup instructions
Timeline:
- 5 to 10 days for Phase 1
Budget:
- Fixed price (please quote for Phase 1 only)
Important:
- Please share links or details of similar work involving IP cameras, video analytics, or real-time detection.
Shortlisted candidates will be given additional details for further phases.