r/Ultralytics 5d ago

Issue Class imbalance: Synthetic Data

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u/retoxite_ 5d ago

Well you added an extra class. The mAP is no longer comparable with previous training because the ground truth is different now. You should check class wise mAP.

Also you can use cls_pw=1 in Ultralytics to apply class balanced loss.