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Document YOLOv8s benchmark status
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2026-07-08 02:04:12 +02:00
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@@ -415,5 +415,9 @@ This file now starts with the current implementation status. Older preparation/b
- [x] Train/evaluate a small local GeoIntel building-detector smoke from the current operator samples and reject it because QA/QC did not improve.
- [x] Add operator-only tile-level YOLO dataset export with overlapping windows and deterministic negative tile retention.
- [x] Run tile-level training on Tower and accept/reject the resulting local model through the persisted QA/QC matrix.
- [x] Train/evaluate a YOLOv8s hard-negative local building-detector candidate on Tower and keep it inactive because hard-negative false positives remain.
- [ ] Restore Tower root SSH access for the `widefrog_unraid_deploy` key so Codex can deploy/sync again from the repo.
- [ ] Add an operator-facing local model catalog/activation workflow with SHA256, active model status and explicit threshold guidance.
- [ ] Add threshold calibration UX so detection runs do not silently rely on an unsafe default confidence.
- [ ] Add more AOIs after the tile-level baseline so the next local model attempt is not limited to Geel/Mol/Turnhout.
- [ ] Add negative/background AOIs so the next tile dataset is not all positive tiles.