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ScoreVision

ONNX
element_type:detect
model:yolov11-small
object:numberplate
subnet:sn44
element:manak0/Detect-number-plates-1-0
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ScoreVision / miner.py

Commit History

quad-4 tiling + v3 epoch-10 weights: mAP@50 0.406->0.728
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numberplate: TB-2 sliced inference (top/bottom tile SAHI) + __init__ warmup. Recall 0.20->0.43, F1 0.30->0.55, p95 25->31ms. miner.py only — weights unchanged.
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DetectPerson v5: WBF fix (avg contributing) + conf=0.30
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