Cutout Augmentation
Cutout will randomly replace a portion of your image with black boxes. Add cutout to help your model be more resilient to object occlusion.
Many modern models apply Cutout as an online augmentation during training; applying it twice can cause undesirable results. We do not recommend using this with Roboflow 3.0 or YOLOv8.
Example


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