Hello, author, thanks for your sharing. I found that when I use your code eval_landmark.py to test the real CelebA image, the results is not good, like follows.  The model I used is HG_68_CelebA.pth that I download in your shared link, the test image is CelebA-HQ Image 0.jpg, and I resize it to 256.