Created
September 1, 2019 08:45
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data_transforms = { | |
'train': transforms.Compose([ | |
transforms.RandomResizedCrop(input_size), | |
transforms.RandomHorizontalFlip(), | |
transforms.ToTensor(), | |
transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]) | |
]), | |
'val': transforms.Compose([ | |
transforms.Resize(input_size), | |
transforms.CenterCrop(input_size), | |
transforms.ToTensor(), | |
transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]) | |
]), | |
} | |
# Create training and validation datasets | |
image_datasets = {x: datasets.ImageFolder(os.path.join(data_dir, x), data_transforms[x]) for x in ['train', 'val']} |
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