Cutout Augmentation is an Enhanced Augmentation, a premium feature.
For up-to-date information on our plans and their associated features, see our pricing page.
Cutout will randomly replace a portion of your image with black boxes. Add cutout to help your model be more resilient to object occlusion.
- Percent: The size of each cutout box as a percentage of the image. Higher values produce larger occluded regions.
- Count: The number of cutout boxes placed on each image. Higher values add more occlusions.
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
