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Gate filtered YOLO candidate and harden provenance
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2026-07-12 23:03:55 +02:00
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# Changelog
## Sprint 169 Filtered YOLO candidate gate and operator hardening (2026-07-12)
- Trained and fully gated inactive `geointel-building-yolov8s-aoi1024cleanpx12vis035lowvar512e50-pt` against seven positive AOIs and split pure-empty/sparse-context backgrounds.
- Rejected the candidate for default promotion: best mean positive F1 was approximately `0.154`, below the `0.25` gate; threshold `0.05` also produced one pure-empty background detection.
- Preserved the current active `aoi1024bg512r3e50` model and all runtime defaults.
- Added SHA256 provenance to future YOLO training summaries.
- Improved long project/dataset/AOI readability with matching tooltips and compact two-line readiness values.
- No API contract, migration, provider fetching, fake output, model download or automatic model activation changed.
## Sprint 164 Tower AI deploy env hardening (2026-07-11)
- Fixed Tower deploy automation so `scripts/deploy_tower.sh` and `scripts/deploy_tower.ps1` source the remote `.env` before building the all-in-one image.