zi2zi-Pytorch-Implmentation

This is a simple pytorch implementation of zi2zi.

Usage

Local training

Kaggle training

Results

字体资源来自方正字库，禁止商业使用，如有侵权立即删除！

方正字汇-张振国楷书

书体坊何绍基楷

方正字迹-云方楷体

Acknowledgement

Code derived and rehashed from:

• pix2pix-tensorflow by yenchenlin
• Domain Transfer Network by yunjey
• ac-gan by buriburisuri
• dc-gan by carpedm20
• origianl pix2pix torch code by phillipi
• zi2zi by kaonashi-tyc
• zi2zi-pytorch by xuan-li
• Font2Font by jasonlo0509
• zi2zi-pytorch by EuphoriaYan

Reference

[1] Generative Adversarial Networks, arXiv:1406.2661 [stat.ML]

[2] Conditional Generative Adversarial Nets, arXiv:1411.1784 [cs.LG]

[3] U-Net: Convolutional Networks for Biomedical Image Segmentation, arXiv:1505.04597 [cs.CV]

[4] Image-to-Image Translation with Conditional Adversarial Networks, arXiv:1611.07004 [cs.CV]

[5] zi2zi: Master Chinese Calligraphy with Conditional Adversarial Networks

[6] Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, arXiv:1703.10593 [cs.CV]

[7] Unsupervised Cross-Domain Image Generation, arXiv:1611.02200 [cs.CV]

[8] Neural Networks and Deep Learning

[9] PyTorch documentation

[10] 李航,《统计学习方法》第二版