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Record unique hard-negative YOLO candidate gate
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2026-07-09 03:54:48 +02:00
parent afd2cba7c8
commit 4e9fe6ccb1
6 changed files with 202 additions and 7 deletions
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scripts/README.md
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@@ -603,6 +603,23 @@ and maximum background detections per sample. It is evidence/report tooling
only: it does not run inference, mutate application data, download models or
change the active YOLO configuration.
If a legacy positive evidence portfolio records `model_asset_id` at portfolio
level but does not include per-run tile size/overlap, pass explicit tile
defaults instead of letting the report guess:
```bash
python scripts/build_detection_model_promotion_report.py \
--positive-portfolio /mnt/user/appdata/geointel/artifacts/detection-calibration-portfolio/uniquehardneg160e50-positive/calibration_evidence_portfolio.json \
--hard-negative-summary /mnt/user/appdata/geointel/artifacts/detection-hard-negatives/uniquehardneg160e50/hard_negative_matrix_summary.json \
--output-dir /mnt/user/appdata/geointel/artifacts/detection-model-promotion/uniquehardneg160e50-positive-vs-hard-negative \
--min-positive-samples 7 \
--min-background-samples 9 \
--min-mean-f1 0.25 \
--max-background-detections-per-sample 0 \
--default-positive-tile-size 640 \
--default-positive-tile-overlap 64
```
Clean old offline demo export artifacts without touching uploaded source data:
```bash