JOJO-Style-Transfer

Abstract

We transform a general cartoon style to JOJO style using Cycle Gan.

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Installation

git clone https://github.com/zxc741852741/JOJO-Style-Transfer.git
cd JOJO-Style-Transfer
conda env create -f environment.yml
pip install -r requirements.txt

Dataset

All data are collected on internet by ourselves Download link: https://drive.google.com/file/d/1CJ6GzOgrQr16W9MNRzCsdDSsmfOet2cN/view?usp=sharing

JOJO
├── datasets
│   ├── maps
│   │   │── trainA
│   │   │   ├──0.png
│   │   │   ├──1.png
│   │   │   ├──...
│   │   │── train2
│   │   │   ├──0.png
│   │   │   ├──1.png
│   │   │   ├──...
├── models
├── data

Training

• Training

python train.py --dataroot ./datasets/maps --name maps_cyclegan --model cycle_gan  --display_freq 1

• Resume training

python train.py --dataroot ./datasets/maps --name maps_cyclegan --model cycle_gan --continue_train --display_freq 1

Results

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Author

Wei-Hsiang Liao, Jung-Han Chen, Shao-Chi Li