Video-Style-Transferring-CycleGAN

Convert your video to anime style, utilizing CycleGAN. This is the record of my project in 2023.

Dataset

• COCO2017
• Dataset from AnimeGAN, repo of AnimeGAN

Data location

Download the content and style dataset to the corresponding folders in data/train/. In this project, COCO is the content dataset and Shinkai dataset is the style dataset.

----- Video-Style-Transferring-CycleGAN
    ----- data
        -----train
            ----- unlabeled2017
            ----- Shinkai
        -----test

And you can put the images you want to apply as test data in data/test/ folder.

Usage

Change directory to project folder

cd Video-Style-Transferring-CycleGAN

You can all train program

python train.py

or test program

python test.py

Apply the video style transferring program

python main.py --video_path --output_path

Catalog

• Add trained model.
• Add example videos.
• Google Colab inference example.