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Train Model as [0,255] instead of [0,1] #58

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rtolps opened this issue Dec 27, 2020 · 0 comments
Open

Train Model as [0,255] instead of [0,1] #58

rtolps opened this issue Dec 27, 2020 · 0 comments

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@rtolps
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rtolps commented Dec 27, 2020

Does anyone know how I would modify the code to normalize the dataset and train the model so that it processes images as [0,255] instead of [ 0,1]???

def build_model(self):
        """ DataLoader """
        train_transform = transforms.Compose([
            transforms.RandomHorizontalFlip(),
            transforms.Resize((self.img_size + 30, self.img_size+30)),
            transforms.RandomCrop(self.img_size),
            transforms.ToTensor(),
            transforms.Normalize(mean=(0.5, 0.5, 0.5), std=(0.5, 0.5, 0.5))
        ])
        test_transform = transforms.Compose([
            transforms.Resize((self.img_size, self.img_size)),
            transforms.ToTensor(),
            transforms.Normalize(mean=(0.5, 0.5, 0.5), std=(0.5, 0.5, 0.5))
        ])
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