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b/transform.py @@ -0,0 +1,21 @@ +from PIL import Image +import os +import torchvision.transforms as transforms +import torchvision.utils as vutils + +LOAD_PATH = "ct_synthetic_60/synth/" +SAVE_PATH = "ct_synthetic_60_large/" + +def load_img(img_path, size=512): + img = Image.open(img_path).convert('RGB') + transform_list = [transforms.Resize((size, size)), transforms.ToTensor(),] + transform = transforms.Compose(transform_list) + img = transform(img) + return img + +i = 0 +for img_name in os.listdir(LOAD_PATH): + img = load_img(LOAD_PATH + img_name) + vutils.save_image(img, fp=SAVE_PATH + img_name, nrow = 1, padding = 10) + i += 1 + print("Done ", str(i))