Build the edge video-analytics pipeline for factory AI appliances: turn RTSP camera streams into tracked, typed events published over MQTT, ingest them into PostgreSQL/TimescaleDB, and detect equipment anomalies from tool sensor streams. Core stack: Python, OpenCV/GStreamer/DeepStream, ONNX Runtime/TensorRT, Docker, Linux.
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