crop — Torchvision 0.22 documentation (original) (raw)

torchvision.transforms.functional.crop(img: Tensor, top: int, left: int, height: int, width: int) → Tensor[source]¶

Crop the given image at specified location and output size. If the image is torch Tensor, it is expected to have […, H, W] shape, where … means an arbitrary number of leading dimensions. If image size is smaller than output size along any edge, image is padded with 0 and then cropped.

Parameters:

• img (PIL Image or Tensor) – Image to be cropped. (0,0) denotes the top left corner of the image.
• top (int) – Vertical component of the top left corner of the crop box.
• left (int) – Horizontal component of the top left corner of the crop box.
• height (int) – Height of the crop box.
• width (int) – Width of the crop box.

Returns:

Cropped image.

Return type:

PIL Image or Tensor

Examples using crop: