I will develop a real time video analytics API with tracking


About this gig
I will build a productionready video analytics system tailored to your use case. Youll get a FastAPI service that detects people in images and video, with optional pose estimation and tracking (IDs + trails). The system supports realtime streams (webcam/RTSP/HTTP), batch inference, and MJPEG live output for quick demos or deployment.
Everything is delivered in Docker for easy setup, with clear configuration and sample requests. I focus on performance (TensorRT/ONNX where applicable) while keeping accuracy stable. You can keep the code private and receive a readytorun container, or request source code in a custom offer.
Perfect for CCTV analytics, retail insights, security monitoring, sports/fitness analysis, or any realtime people analytics workflow.
Message me with your input sources, GPU/CPU setup, and target features, and Ill recommend the best package.
Get to know Hamza Aziz
AI Product Engineer for LLM Agents, RAG and Computer Vision
- FromIndia
- Member sinceAug 2025
Languages
English, Hindi
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FAQ
Do you provide the source code?
By default, I deliver a ready‑to‑run Docker image and documentation. Source code can be included in a custom offer.
What input sources are supported?
Images, video files, webcams, and live streams (RTSP/HTTP).

