beauty_gan

BeautyGAN

Input

• non-makeup

• makeup

(Image from BeautyGAN dataset http://colalab.org/projects/BeautyGAN)

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 beauty_gan.py

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

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

You can use --image_makeup option to specify the makeup image file.

$ python3 beauty_gan.py --image_makeup 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 beauty_gan.py --video VIDEO_PATH --savepath SAVE_VIDEO_PATH

Reference

• BeautyGAN

Framework

Pytorch

Model Format

ONNX opset=11

Netron

G_ep300.onnx.prototxt