Jyouhou / UnrealText

Synthetic Scene Text from 3D Engines

Introduction

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

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
• 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:

@article{long2020unrealtext,
  title={UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World},
  author={Long, Shangbang and Yao, Cong},
  journal={arXiv preprint arXiv:2003.10608},
  year={2020}
}