method: PMTD2019-05-30

Authors: Jingchao Liu, Xuebo Liu, Ding Liang

Description: Pyramid Mask Text Detector, see https://arxiv.org/abs/1903.11800 for detail. Compared with the model mentioned in the paper, we add LSVT and ICDAR19 MLT datasets for training. Trained model and inference code will be released. If you have questions, please feel free to contact Jingchao Liu (liujingchao@sensetime.com) and Xuebo Liu (liuxuebo@sensetime.com)

method: PMTD2019-03-23

Authors: Jingchao Liu, Xuebo Liu

Description: Pyramid Mask Text Detector, see https://arxiv.org/abs/1903.11800 for detail. Trained model and inference code will be released. If you have questions, please feel free to contact Jingchao Liu (liujingchao@sensetime.com) and Xuebo Liu (liuxuebo@sensetime.com)

Authors: Wenhai Wang, Xiang Li, Wenbo Hou, Tong Lu, Jian Yang

Description: A text detector based on semantic segmentation. Using only ICDAR_2017 MLT training set and ICDAR 2015 training set. Paper is in the preparation. And we will release our code latter.

Ranking Table

Description Paper Source Code
DateMethodHmeanPrecisionRecallAverage Precision
2019-05-30PMTD64.77%55.26%78.23%63.79%
2019-03-23PMTD63.05%53.85%76.05%61.26%
2018-05-18PSENet_NJU_ImagineLab (single-scale)54.57%45.44%68.28%30.21%
2019-07-15stela53.32%45.31%64.76%45.50%
2017-06-29SARI_FDU_RRPN_v139.40%32.19%50.76%24.45%

Ranking Graphic

Ranking Graphic