Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

code

https://github.com/chenjun2hao/SRN.pytorch

Unofficial PyTorch implementation of the paper, which integrates not only global semantic reasoning module but also parallel visual attention module and visual-semantic fusion decoder.the semanti reasoning network(SRN) can be trained end-to-end.

At present, the accuracy of the paper cannot be achieved. And i borrowed code from deep-text-recognition-benchmark

model

Feature

• predict the character at once time
• DistributedDataParallel training

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Requirements

Pytorch >= 1.1.0

Test

coming soon …

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Train

coming soon …

Reference

1. bert_ocr.pytorch
2. deep-text-recognition-benchmark
3. 2D Attentional Irregular Scene Text Recognizer
4. Towards Accurate Scene Text Recognition with Semantic Reasoning Networks