Build AI Video Detection Feature for Website (Real-Time + Upload)

I am looking for an experienced developer to build an AI-powered video detection feature for my website.

The system should be able to process video input (either uploaded videos or live webcam stream) and detect objects/events in real time.

Key Requirements:

* Detect objects such as people, vehicles, or custom categories
* Support live webcam streaming and/or video uploads
* Display detection results visually (bounding boxes, labels)
* Provide backend processing and API integration
* Ensure good performance and low latency

Preferred Technologies:

* AI Models: YOLO, OpenCV, or similar
* Backend: Python (FastAPI/Flask) or Node.js
* Frontend: JavaScript (React or similar)
* Optional: Experience with cloud platforms like AWS or Google Cloud

Nice to Have:

* Experience with real-time video processing
* Ability to optimize models for performance
* Knowledge of deploying AI systems

Deliverables:

* Fully working feature integrated into website
* Clean and well-documented code
* Basic UI for video display and detection results

Please include:

* Examples of similar AI/video projects
* Suggested approach and tech stack
* Estimated timeline and cost
Project time 2 Days