| .. currentmodule:: kornia.augmentation | |
| Transforms2D | |
| ============ | |
| Set of operators to perform data augmentation on 2D image tensors. | |
| .. autoclass:: CenterCrop | |
| .. autoclass:: ColorJitter | |
| .. autoclass:: RandomAffine | |
| .. autoclass:: RandomBoxBlur | |
| .. autoclass:: RandomCrop | |
| .. autoclass:: RandomChannelShuffle | |
| .. autoclass:: RandomCutMix | |
| .. autoclass:: RandomErasing | |
| .. autoclass:: RandomElasticTransform | |
| .. autoclass:: RandomEqualize | |
| .. autoclass:: RandomFisheye | |
| .. autoclass:: RandomGrayscale | |
| .. autoclass:: RandomGaussianBlur | |
| .. autoclass:: RandomGaussianNoise | |
| .. autoclass:: RandomHorizontalFlip | |
| .. autoclass:: RandomInvert | |
| .. autoclass:: RandomMixUp | |
| .. autoclass:: RandomMotionBlur | |
| .. autoclass:: RandomPerspective | |
| .. autoclass:: RandomPosterize | |
| .. autoclass:: RandomResizedCrop | |
| .. autoclass:: RandomRotation | |
| .. autoclass:: RandomSharpness | |
| .. autoclass:: RandomSolarize | |
| .. autoclass:: RandomVerticalFlip | |
| .. autoclass:: RandomThinPlateSpline | |
| .. currentmodule:: kornia.augmentation | |
| Transforms3D | |
| ============ | |
| Set of operators to perform data augmentation on 3D volumetric tensors. | |
| .. autoclass:: RandomDepthicalFlip3D | |
| .. autoclass:: RandomHorizontalFlip3D | |
| .. autoclass:: RandomVerticalFlip3D | |
| .. autoclass:: RandomRotation3D | |
| .. autoclass:: RandomAffine3D | |
| .. autoclass:: RandomCrop3D | |
| .. autoclass:: CenterCrop3D | |
| .. autoclass:: RandomMotionBlur3D | |
| .. autoclass:: RandomEqualize3D | |
| .. currentmodule:: kornia.augmentation | |
| Normalizations | |
| ============== | |
| Normalization operations are shape-agnostic for both 2D and 3D tensors. | |
| .. autoclass:: Denormalize | |
| .. autoclass:: Normalize | |