Method: mask_rcnn-transformer - Task 4 - End-to-End text detection and recognition - ICDAR 2019 Robust Reading Challenge on Multi-lingual scene text detection and recognition

method: mask_rcnn-transformer2019-06-04

Authors: Feng Cheng, Lixin Gu, Qingjie Liu, Feng Han, Jingtao Han. Institution: 4Paradigm

Description: Detection model and recognition model are trained separately.
Detection method is based on mask-rcnn. Train-set: ICDAR2019 MLT task1 train-set.
Recognition method is based on convolutional transformer with ResNet50 backbone. Train-set: ICDAR2019 MLT task2 train-set & task4 Synthetic dataset & ICDAR2017 MLT task2 train-set.