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20210314SegmentationEvaluation.md

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20210314SegmentationEvaluation

COCO dataset

1. classes

2. Metrics

  • Leaf category metrics
    • mIoU % Mean IoU(prinary challenge metric) IoU = TP/(TP+FP+FN)
    • fIoU
    • mAcc
    • pAcc
  • Supercategory metrics
    • $mIoU^S$
    • $fIoU^S$
    • $mAcc^S$
    • $pAcc^S$

3. COCO top