Crop Augmentation
Add variability to positioning and size to help your model be more resilient to subject translations and camera position.
Randomly create a subset of an image. This adds variability to positioning and size to help your model be more resilient to subject translations and camera position, increasing your model's generalizability.
- Percent: The percent area of the original image to drop. (e.g. a higher percentage contains a smaller amount of the original image.)
Warning
Annotations are affected by this augmentation. At present, our implementation drops any annotations that are completely out of frame. We crop any annotations that are partially out of frame to be in line with the edge of the image. For these kept annotations, we currently keep any amount of the original object detection area.