Awesome
Font2Font
Yun-Chen Lo, Yi-Ren Chen, Jerry Zhang Jian (NTHU EE)
An enhanced zi2zi project [1] with word-oriented data augmentation, feature combination, and transfer learning.
This repo is based on zi2zi project with incremental boost inspired on recent research and our observation on Chinese Characters.
Folder Description
Font2Font
| README.md
└── src/
| └── zi2zi/ # original zi2zi with data aug options
| └── zi2zi_hir/ # + combine levels of features
| └── zi2zi_hir_dis/ # + increase discriminator complexity
| └── zi2zi_hir_morefilter/ # + alternative ways of complexity boost
| PastDiscussion/
| PriorWork/
| Report/
| └── Interim/
| └── Final/
Code Running Example
Train zi2zi
change directory to src/zi2zi;
$ make all // prepare data, train, and evaluate on demo word
Dependency
- tensorflow 0.8
- python 3.x
Major contributions
Word-oriented data augmentation
Combine different level feature
Transfer Learning
Difficulty-aware adjustment
Result
