RandomResizedCrop#

class RandomResizedCrop(output_size, scale_range=(0.08, 1.0), ratio_range=(3.0 / 4, 4.0 / 3), interpolation=cv2.INTER_LINEAR, *, order=None)[source]#

Crop the input data to random size and aspect ratio. A crop of random size (default: of 0.08 to 1.0) of the original size and a random aspect ratio (default: of 3/4 to 1.33) of the original aspect ratio is made. After applying crop transfrom, the input data will be resized to given size.

Parameters:

  • output_size – target size of output image, with (height, width) shape.

  • scale_range – range of size of the origin size cropped. Default: (0.08, 1.0)

  • ratio_range – range of aspect ratio of the origin aspect ratio cropped. Default: (0.75, 1.33)

  • order – the same with VisionTransform.

apply(input)[source]#

Apply transform on single input data.