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Add operator YOLO tile dataset exporter
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2026-07-07 21:02:09 +02:00
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@@ -406,4 +406,6 @@ This file now starts with the current implementation status. Older preparation/b
- [x] Harden configured YOLO inference for single-band raster tiles and wrapped runtime errors.
- [x] Add operator-only YOLO dataset export and local training-smoke wrapper for real sample calibration.
- [x] Train/evaluate a small local GeoIntel building-detector smoke from the current operator samples and reject it because QA/QC did not improve.
- [ ] Build a larger tile-level training dataset with more AOIs, positive/negative tiles and validation splits before the next local model attempt.
- [x] Add operator-only tile-level YOLO dataset export with overlapping windows and deterministic negative tile retention.
- [ ] Run tile-level training on Tower and accept/reject the resulting local model through the persisted QA/QC matrix.
- [ ] Add more AOIs after the tile-level baseline so the next local model attempt is not limited to Geel/Mol/Turnhout.