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path = 'data/counting'
data = ImageDataBunch.from_folder(path, train=".", valid_pct=0.2,
ds_tfms=get_transforms(), size=224, num_workers=4).normalize(imagenet_stats)
data.show_batch(rows=3, figsize=(7,8))
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