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Filter low variance YOLO negative tiles
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2026-07-11 22:57:59 +02:00
parent 2a3472b919
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@@ -131,7 +131,8 @@ This file now starts with the current implementation status. Older preparation/b
- [x] Add guarded promoted-candidate activation helper requiring a promotion report path and exact candidate key before `.env` can be changed.
- [x] Add per-sample YOLO dataset audit diagnostics for parsed labels, median box area, small-box share and AOI-specific warning codes.
- [x] Add deterministic visual YOLO label QA contact sheets before spending more CPU on another training run.
- [ ] Filter no-data/low-variance pure-empty negative tiles from operator YOLO exports before the next training run.
- [x] Filter no-data/low-variance pure-empty negative tiles from operator YOLO exports before the next training run.
- [ ] Regenerate the AOI1024 cleanpx YOLO dataset with low-variance negative filtering and rerun visual contact-sheet QA before training.
- [ ] Apply promoted V1 default building detector only after explicit operator review of the emitted `.env` updates, followed by rebuild/restart and browser/runtime smoke.
## Sprint 8 status