Update main branch w/ demo version#49

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cwlacewe wants to merge 20 commits into

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Commits on Mar 18, 2026

Add Fastapi for processing
cwlacewe
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Commits on Mar 19, 2026

Add fastapi version to display detections as processed
cwlacewe
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Commits on Mar 24, 2026

Latest for filtering demo; further optimizations needed to exceed 11 fps
cwlacewe
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Commits on Mar 30, 2026

demo cleanup
cwlacewe
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Commits on Mar 31, 2026

Commits on Apr 6, 2026

Commits on Apr 7, 2026

Update dependencies; Add hash script/files
cwlacewe
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Commits on Apr 8, 2026

Update dependencies; lint Dockerfiles
cwlacewe
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Commits on Apr 13, 2026

Update notes in pipeline.md, clean/reorg fastapi code, add health endpoint, convert fastapi Dockerfile to multistage, update basis of video clip writer and sending metadata to vdms (WIP)
cwlacewe
committed

Commits on May 6, 2026

[FastAPI] Use single requirements.txt for all devices, Add CUDA env vars/capabilities, Update docs, Fix color conversion, decoding, and retry for rtsp, Move model download script and leverage in ap…
cwlacewe
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Commits on Jun 5, 2026

[frontend] Update to obtain model labels from fastapi endpoint; [fastapi] Add endpoint for model classes, enable querying, change how video clips are saved (use ffmpeg segment)
cwlacewe
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Commits on Jun 10, 2026

Improve synchronization to minimize race conditions and images tearing on gpu path, fix
cwlacewe
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