mindspore.dataset.vision.py_transforms.TenCrop
- class mindspore.dataset.vision.py_transforms.TenCrop(size, use_vertical_flip=False)[source]
Generate 10 cropped images (first 5 images from FiveCrop, second 5 images from their flipped version as per input flag to flip vertically or horizontally).
- Parameters
size (Union[int, sequence]) – The output size of the crop. If size is an integer, a square crop of size (size, size) is returned. If size is a sequence of length 2, it should be (height, width).
use_vertical_flip (bool, optional) – Flip the image vertically instead of horizontally if set to True (default=False).
Examples
>>> import mindspore.dataset.vision.py_transforms as py_vision >>> from mindspore.dataset.transforms.py_transforms import Compose >>> >>> Compose([py_vision.Decode(), >>> py_vision.TenCrop(size=200), >>> # 4D stack of 10 images >>> lambda *images: numpy.stack([py_vision.ToTensor()(image) for image in images])])