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Clearcam is an open-source, self-hosted NVR tool that reads directly from existing RTSP camera streams and performs local person/vehicle detection, object tracking, and historical footage search — no need to replace cameras or your original NVR. It also supports AI notification summaries powered by Qwen3-VL.