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ilps2/dsh-video-understand

Low-cost video understanding tool: a video_understand tool turns a Bilibili link / BV / local video into an AVIS info layer (ASR + scene structure + object tracks + YOLO labels) and returns summary + Q&A. Question-driven dynamic routing across layers (L0 ASR / L1 object tracks / L2 key-frame VLM), semantic-layer reuse for repeat questions, per-question budget cap. Python engine: core layer needs faster-whisper / opencv / yt-dlp (~200-300MB); the optional semantic layer adds ~2GB of torch / transformers / ultralytics. A bundled doctor --fix sets up the venv and installs both.

toolsPython
42Health score
Install · dsh CLI
npm$ dsh plugin --profile web add dsh-video-understand
github$ dsh plugin --profile web add github:ilps2/dsh-video-understand

Health breakdown

42 / 100
License0 / 25
Repo verified15 / 15
Documentation10 / 15
Adoption · stars5 / 20
Community · forks0 / 10
Distribution · downloads12 / 15

Score reflects license, community signals, documentation and distribution. It is not a code audit — review the source before installing.

Security

License
Risk disclosurepartial — review the source
Network callsnone
Credentialsno
Manifestdeclared

Key metrics

Downloads / mo1,110
Star trend8
36%past week
Stars
8
Forks
0
Listed
Sep 18, 2026
Last updated
Sep 18, 2026

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