Geometry

CenterCrop(size)	Crop the input at the center.
ElasticTransform([alpha, sigma, ...])	Transform the input with elastic transformations.
FiveCrop(size)	Crop the image or video into four corners and the central crop.
Pad(padding[, fill, padding_mode])	Pad the input on all sides with the given "pad" value.
RandomAffine(degrees[, translate, scale, ...])	Random affine transformation the input keeping center invariant.
RandomCrop(size[, padding, pad_if_needed, ...])	Crop the input at a random location.
RandomHorizontalFlip([p, batch_inplace, ...])	Horizontally flip the input with a given probability.
RandomIoUCrop([min_scale, max_scale, ...])	Random IoU crop transformation from "SSD: Single Shot MultiBox Detector".
RandomPerspective([distortion_scale, p, ...])	Perform a random perspective transformation of the input with a given probability.
RandomResize(min_size, max_size[, ...])	Randomly resize the input.
RandomResizedCrop(size[, scale, ratio, ...])	Crop a random portion of the input and resize it to a given size.
RandomRotation(degrees[, interpolation, ...])	Rotate the input by angle.
RandomShortestSize(min_size[, max_size, ...])	Randomly resize the input.
RandomVerticalFlip([p, batch_inplace, ...])	Vertically flip the input with a given probability.
RandomZoomOut([fill, side_range, p])
Resize(size[, interpolation, max_size, ...])	Resize the input to the given size.
ScaleJitter(target_size[, scale_range, ...])	Perform Large Scale Jitter on the input according to "Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation".
TenCrop(size[, vertical_flip])	Crop the image or video into four corners and the central crop plus the flipped version of these (horizontal flipping is used by default).