PyTorch Implementation of AnimeGANv2
Face Model: Distilled from this model with L2 + VGG + GAN Loss and CelebA-HQ images. See test_faces.ipynb for the inference. Model file can be downloaded from here (8MB). Enjoy!
Weight Conversion from the Original Repo (Requires TensorFlow 1.x)
git clone https://github.com/TachibanaYoshino/AnimeGANv2
python convert_weights.py
Inference
python test.py --input_dir [image_folder_path] --device [cpu/cuda]
Results from converted [Paprika] style model
(input image, original tensorflow result, pytorch result from left to right)
Note: Training code not included / Tested on RTX3090 + PyTorch1.7.1 / Results from converted weights slightly different due to the bilinear upsample issue