dsh-video-understand

Source candidate

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. Self-contained engine, no external dependencies.

Author: ilps2 · Tools & Capabilities · Catalog snapshot: 2026-09-04

What it may solve

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. Self-contained engine, no external dependencies.

Imported third-party catalog description; not a Registry verification conclusion.

Sources and public signals

ilps2/dsh-video-understand

9 stars · 1120 downloads

Signals were provided by the source catalog and do not imply quality or safety. 2026-09-04

What can currently be confirmed

Not tested

DSH compatibility

No exact-version test is available.

Not tested

Security analysis

No Registry security conclusion is available.

Not tested

Functional verification

No functional smoke evidence is available.

Not tested

Permissions

Plugin permissions have not been resolved.

Not tested

Exact artifact

Version and integrity have not been resolved.

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