CenterCrop¶

class paddle.vision.transforms. CenterCrop ( size, keys=None ) [source]

Crops the given the input data at the center.

Parameters

• size (int|list|tuple) – Target size of output image, with (height, width) shape.

• keys (list[str]|tuple[str], optional) – Same as BaseTransform. Default: None.

Shape:

• img(PIL.Image|np.ndarray|Paddle.Tensor): The input image with shape (H x W x C).

• output(PIL.Image|np.ndarray|Paddle.Tensor): A cropped image.

Returns

A callable object of CenterCrop.

Examples

>>> import numpy as np
>>> from PIL import Image
>>> from paddle.vision.transforms import CenterCrop

>>> transform = CenterCrop(224)
>>> fake_img = Image.fromarray((np.random.rand(300, 320, 3) * 255.).astype(np.uint8))
>>> fake_img = transform(fake_img)
>>> print(fake_img.size)
(224, 224)