Update README for Real-ESRGAN-anime model (#62)
* try to add video mp4 * update * update readme * update readme * update readme * update readme * update readme
This commit is contained in:
68
docs/anime_model.md
Normal file
68
docs/anime_model.md
Normal file
@@ -0,0 +1,68 @@
|
||||
# Anime model
|
||||
|
||||
:white_check_mark: We add [*RealESRGAN_x4plus_anime_6B.pth*](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth), which is optimized for **anime** images with much smaller model size.
|
||||
|
||||
- [How to Use](#How-to-Use)
|
||||
- [PyTorch Inference](#PyTorch-Inference)
|
||||
- [ncnn Executable File](#ncnn-Executable-File)
|
||||
- [Comparisons with waifu2x](#Comparisons-with-waifu2x)
|
||||
- [Comparions with Sliding Bars](#Comparions-with-Sliding-Bars)
|
||||
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_1.png">
|
||||
</p>
|
||||
|
||||
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.
|
||||
|
||||
https://user-images.githubusercontent.com/17445847/131535127-613250d4-f754-4e20-9720-2f9608ad0675.mp4
|
||||
|
||||
## How to Use
|
||||
|
||||
### PyTorch Inference
|
||||
|
||||
Pre-trained models: [RealESRGAN_x4plus_anime_6B](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/RealESRGAN_x4plus_anime_6B.pth)
|
||||
|
||||
```bash
|
||||
# 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](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/realesrgan-ncnn-vulkan-20210901-windows.zip) / [Linux](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/realesrgan-ncnn-vulkan-20210901-ubuntu.zip) / [MacOS](https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.2.4/realesrgan-ncnn-vulkan-20210901-macos.zip) **executable files for Intel/AMD/Nvidia GPU**.
|
||||
|
||||
Taking the Windows as example, run:
|
||||
|
||||
```bash
|
||||
./realesrgan-ncnn-vulkan.exe -i input.jpg -o output.png -n realesrgan-x4plus-anime
|
||||
```
|
||||
|
||||
## Comparisons with waifu2x
|
||||
|
||||
We compare Real-ESRGAN-anime with [waifu2x](https://github.com/nihui/waifu2x-ncnn-vulkan). We use the `-n 2 -s 4` for waifu2x.
|
||||
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_1.png">
|
||||
</p>
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_2.png">
|
||||
</p>
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_3.png">
|
||||
</p>
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_4.png">
|
||||
</p>
|
||||
<p align="center">
|
||||
<img src="https://raw.githubusercontent.com/xinntao/public-figures/master/Real-ESRGAN/cmp_realesrgan_anime_5.png">
|
||||
</p>
|
||||
|
||||
## 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.
|
||||
|
||||
https://user-images.githubusercontent.com/17445847/131536647-a2fbf896-b495-4a9f-b1dd-ca7bbc90101a.mp4
|
||||
|
||||
https://user-images.githubusercontent.com/17445847/131536742-6d9d82b6-9765-4296-a15f-18f9aeaa5465.mp4
|
||||
Reference in New Issue
Block a user