Python transforms.RandomHorizontalFlip() Examples

The following are 1 code examples of transforms.RandomHorizontalFlip(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check out all available functions/classes of the module transforms , or try the search function .
Example #1
Source File: train.py    From deconvolution with GNU General Public License v3.0 6 votes vote down vote up 
def get_transform(mode,base_size):
    #base_size = 520
    #crop_size = 480
    crop_size=int(480*base_size/520)

    min_size = int((0.5 if mode=='train' else 1.0) * base_size)
    max_size = int((2.0 if mode=='train' else 1.0) * base_size)
    transforms = []
    transforms.append(T.RandomResize(min_size, max_size))
    if mode=='train':
        transforms.append(T.RandomHorizontalFlip(0.5))
        transforms.append(T.RandomCrop(crop_size))
    transforms.append(T.ToTensor())
    transforms.append(T.Normalize(mean=[0.485, 0.456, 0.406],
                                std=[0.229, 0.224, 0.225]))

    return T.Compose(transforms)