Introduction

UnrealText is a project that synthesizes scene text images using 3D graphics engine. This repository accompanies our CVPR 2020 paper: UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World [Arxiv].

We release (Baidu/Google Drive):

• Large-scale Latin/English and multilingual synthetic scene text datasets
• Source code and instructions on how to use them
• Demo UE project and all 30 precompiled scene executables (new!)
• Re-annotated scene text recognition dataset used in our evaluation

Paper

If you find our project helpful in your research, you are highly encouraged to cite our paper:

@inproceedings{long2020unreal,
  title={UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World},
  author={Long, Shangbang and Yao, Cong},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2020}
}