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] [CVF version].
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
If you find our project helpful in your research, you are highly encouraged to cite our paper:
@InProceedings{Long_2020_CVPR,
author = {Long, Shangbang and Yao, Cong},
title = {UnrealText: Synthesizing Realistic Scene Text Images From the Unreal World},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2020}
}