Albumentations Transforms
Image-Only Transforms
Dual Transforms
Name | image | mask | bboxes | keypoints |
---|---|---|---|---|
Affine | ✓ | ✓ | ✓ | ✓ |
BBoxSafeRandomCrop | ✓ | ✓ | ✓ | ✓ |
CenterCrop | ✓ | ✓ | ✓ | ✓ |
CoarseDropout | ✓ | ✓ | ✓ | ✓ |
Crop | ✓ | ✓ | ✓ | ✓ |
CropAndPad | ✓ | ✓ | ✓ | ✓ |
CropNonEmptyMaskIfExists | ✓ | ✓ | ✓ | ✓ |
D4 | ✓ | ✓ | ✓ | ✓ |
ElasticTransform | ✓ | ✓ | ✓ | ✓ |
GridDistortion | ✓ | ✓ | ✓ | ✓ |
GridDropout | ✓ | ✓ | ✓ | ✓ |
GridElasticDeform | ✓ | ✓ | ✓ | ✓ |
HorizontalFlip | ✓ | ✓ | ✓ | ✓ |
Lambda | ✓ | ✓ | ✓ | ✓ |
LongestMaxSize | ✓ | ✓ | ✓ | ✓ |
MaskDropout | ✓ | ✓ | ✓ | ✓ |
Morphological | ✓ | ✓ | ✓ | ✓ |
NoOp | ✓ | ✓ | ✓ | ✓ |
OpticalDistortion | ✓ | ✓ | ✓ | ✓ |
PadIfNeeded | ✓ | ✓ | ✓ | ✓ |
Perspective | ✓ | ✓ | ✓ | ✓ |
PiecewiseAffine | ✓ | ✓ | ✓ | ✓ |
PixelDropout | ✓ | ✓ | ✗ | ✗ |
RandomCrop | ✓ | ✓ | ✓ | ✓ |
RandomCropFromBorders | ✓ | ✓ | ✓ | ✓ |
RandomGridShuffle | ✓ | ✓ | ✗ | ✓ |
RandomResizedCrop | ✓ | ✓ | ✓ | ✓ |
RandomRotate90 | ✓ | ✓ | ✓ | ✓ |
RandomScale | ✓ | ✓ | ✓ | ✓ |
RandomSizedBBoxSafeCrop | ✓ | ✓ | ✓ | ✓ |
RandomSizedCrop | ✓ | ✓ | ✓ | ✓ |
Resize | ✓ | ✓ | ✓ | ✓ |
Rotate | ✓ | ✓ | ✓ | ✓ |
SafeRotate | ✓ | ✓ | ✓ | ✓ |
ShiftScaleRotate | ✓ | ✓ | ✓ | ✓ |
SmallestMaxSize | ✓ | ✓ | ✓ | ✓ |
Transpose | ✓ | ✓ | ✓ | ✓ |
VerticalFlip | ✓ | ✓ | ✓ | ✓ |
XYMasking | ✓ | ✓ | ✗ | ✓ |