from fastai.vision.all import *

transforms_ft = Pipeline([
   PILImage.create,
   Resize(256,method="squish"),
   Resize(224,method="crop"),
   ToTensor(),
   IntToFloatTensor(),
   Normalize.from_stats(*imagenet_stats, cuda=False)
])

# Transform our image
fpath = Path("./huskies_vs_wolves/train/husky/husky_0.jpeg")
img_transformed = transforms_ft(fpath)
show_image(img_transformed[0]);  # Still looks wrong...