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Anime model
✅ We add RealESRGAN_x4plus_anime_6B.pth, which is optimized for anime images with much smaller model size.
The following is a video comparison with sliding bar. You may need to use the full-screen mode for better visual quality, as the original image is large; otherwise, you may encounter aliasing issue.
How to Use
PyTorch Inference
Pre-trained models: RealESRGAN_x4plus_anime_6B
# download model
wget https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth -P experiments/pretrained_models
# inference
python inference_realesrgan.py --model_path experiments/pretrained_models/RealESRGAN_x4plus_anime_6B.pth --input inputs
ncnn Executable File
Download the latest portable Windows / Linux / MacOS executable files for Intel/AMD/Nvidia GPU.
Taking the Windows as example, run:
./realesrgan-ncnn-vulkan.exe -i input.jpg -o output.png -n realesrgan-x4plus-anime
Comparisons with waifu2x
We compare Real-ESRGAN-anime with waifu2x. We use the -n 2 -s 4 for waifu2x.
Comparisons with Sliding Bars
The following are video comparisons with sliding bar. You may need to use the full-screen mode for better visual quality, as the original image is large; otherwise, you may encounter aliasing issue.