‘ICalligraph’ Customized Chinese Fonts Generating & Sharing Platform

Project of Team Aelous in Google ML Winter Camp 2020, PEK

13 - 17 January, 2020

Project Name: I❤️Calligraph

Team Members: Ziyu Zhu, Wanru Zhao, Xinrui Yu

Installation

$ pipenv install --dev --pypi-mirror https://mirrors.aliyun.com/pypi/simple
$ pipenv shell
$ flask forge
$ flask run
* Running on http://127.0.0.1:5000/

Test account:

• email: [email protected]
• password: helloflask

Dataset

1. 王羲之 兰亭集序
2. Other 28 fonts generated by .ttf file
3. User written fonts

Main Model

Deployment

User Interface

Examples

庞中华行书：

王羲之书法：（dataset from《兰亭集序>)

用户个人手写体：

References

[1] zi2zi https://github.com/kaonashi-tyc/zi2zi

[2] Cycle Gan https://github.com/junyanz/CycleGAN

[3] https://arxiv.org/abs/1712.00516

[4] https://arxiv.org/pdf/1910.04987.pdf