animeganv2

Anime GAN v2

Input

(Image from https://github.com/bryandlee/animegan2-pytorch/blob/main/samples/inputs/3.jpg)

Output

Usage

Automatically downloads the onnx and prototxt files on the first run. It is necessary to be connected to the Internet while downloading.

For the sample image,

$ python3 animeganv2.py

If you want to specify the input image, put the image path after the --input option.
You can use --savepath option to change the name of the output file to save.

$ python3 animeganv2.py --input IMAGE_PATH --savepath SAVE_IMAGE_PATH

By adding the --video option, you can input the video.
If you pass 0 as an argument to VIDEO_PATH, you can use the webcam input instead of the video file.

$ python3 animeganv2.py --video VIDEO_PATH

By adding the --model_name option, you can specify model type which is selected from "paprika", "hayao", "shinkai", "celeba", "face_paint". (default is paprika)

$ python3 animeganv2.py --model_name paprika

Reference

• PyTorch Implementation of AnimeGANv2
• AnimeGANv2

Framework

Tensorflow

Model Format

ONNX opset=11

Netron

generator_Paprika.onnx.prototxt
generator_Hayao.onnx.prototxt
generator_Shinkai.onnx.prototxt
celeba_distill.onnx.prototxt
face_paint_512_v2.onnx.prototxt