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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
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scripts/README.md
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@@ -473,6 +473,26 @@ as the best current experimental dense-AOI candidate, not as a V1 default.
Run a dedicated hard-negative matrix against documented background candidates
before changing model defaults:
```bash
OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
OPERATOR_BACKGROUND_SAMPLE_SLUGS="postel_bos lommel_heide kasterlee_bos dessel_heide ravels_bos meerhout_bos geel_bel arendonk_heide herenthout_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 executes the strict `pure_empty_negative` matrix and the
review-only `sparse_building_context` matrix as separate runs, then writes
`background_corpus_split_summary.json` and
`background_corpus_split_summary.md`. Use the pure-empty block for the
default-promotion false-positive gate; use sparse-context results as review
evidence only.
The lower-level hard-negative matrix can still be run directly:
```bash
OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
OPERATOR_BACKGROUND_CATEGORIES="pure_empty_negative" \