Add optional video search capabilities to DIVE [DRAFT]#1743
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mattdawkins wants to merge 5 commits into
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Add optional video search capabilities to DIVE [DRAFT]#1743mattdawkins wants to merge 5 commits into
mattdawkins wants to merge 5 commits into
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Per-dataset search index lifecycle (build via a process_video.py job, status from an index_meta.json sidecar + ITQ file check, delete) and a persistent QueryServiceManager wrapping viame.core.query_service over NDJSON stdio (open index, formulate from image chip + boxes, query with optional warm-start model, refine with +/- feedback, export the SVM as a runnable trained pipeline in DIVE_Pipelines). One index open at a time; the embedded postgres is stopped gracefully on app cleanup. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
New in-viewer context panel (desktop only) for index-backed video search and rapid model generation: build/rebuild/delete the dataset's search index (via the GPU job queue), query from the selected annotation, an external image file, or a saved .svm model warm-start, adjudicate ranked results +/- with cropped chip thumbnails and click-to-seek, refine iteratively, and save good models as runnable trained pipelines. Shared request/response types live in apispec so web can implement later. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Replace per-dataset index directories with a single shared search database (DIVE_SearchIndex): every table keys rows on a per-video stream identifier, so datasets are added, updated, and removed independently while one IQR session searches everything at once. - Add/Update ingests a dataset into the shared database as a job (initializing it on first use), re-using stream identifiers derived from the dataset id (image sequences) or video filename stem. - Remove deletes the dataset's rows through the query service and drops it from the membership metadata; deleting a dataset from DIVE also removes it from the index automatically. - Query results attribute back to their source dataset via stream_id; the panel labels cross-dataset results, seeks within the current dataset, crops thumbnails from each result's own media, and can filter the display to the current dataset. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
New fullscreen 5x4 grid page, opened from the Video Search panel, showing the ranked results across every indexed video as cropped chips with accept/reject buttons; marks share the panel's session state and feed the same IQR refine loop. Chip rendering moves to a shared, concurrency-limited loader (useResultChips) with context padding and the result box outlined, and the cell (AdjudicationChip) is presentation-only so future annotation cluster rows can reuse it. Also: extracted video frames are now cached per source video (hash-keyed) instead of colliding across videos on frame number, and cross-dataset chip media resolves the file the media server actually serves, so transcoded copies work when originals have moved.
Track results load their first-state chip immediately, then the grid queues up to 8 frames evenly sampled along the track (visible page only, at lower priority than primary chips) and each cell cycles through whichever frames have loaded, with a filmstrip badge marking animated cells. Static detection results are unchanged.
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Add an optional video search panel to DIVE in the right bar.
This is an untested draft PR until this message is modified.