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Add background split matrix runner
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2026-07-10 02:15:15 +02:00
parent 64dac0d9b7
commit 251aa7b044
9 changed files with 461 additions and 1 deletions
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docs/AI_PIPELINES.md
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@@ -245,6 +245,23 @@ detections or treat AI detections as ground truth without QA/QC. The same
candidate should also pass the background false-positive matrix before it is
considered as a default:
```bash
OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
OPERATOR_BACKGROUND_SAMPLE_SLUGS="postel_bos lommel_heide kasterlee_bos" \
QUALITY_MODEL_ASSET_IDS="geointel-building-yolov8s-aoi1024bg512r3e50-pt" \
QUALITY_TILE_SIZES="512" \
QUALITY_TILE_OVERLAPS="64" \
QUALITY_THRESHOLDS="0.35 0.15" \
BACKGROUND_SPLIT_OUTPUT_DIR=artifacts/detection-hard-negatives/aoi1024bg512r3e50-split \
bash scripts/run_background_corpus_split_matrix.sh http://192.168.10.150:1202
```
The split runner writes `background_corpus_split_summary.json` and Markdown
handoff output with a strict `pure_empty_negative` gate and a separate
review-only `sparse_building_context` block.
The underlying single-category matrix remains available:
```bash
OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
OPERATOR_BACKGROUND_CATEGORIES="pure_empty_negative" \