ML Tasks Image OCR CTC

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Reference

• CTC算法详解
• paper - 2014 - First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs
• paper - 2006 - Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural networks.
• 论文笔记：Connectionist Temporal Classification: Labelling Unsegmented Sequence
• 谁给讲讲语音识别中的CTC方法的基本原理？
• Sequence Modeling With CTC
• 详解CTC
• warp-ctc - pytorch - Github ---- Baidu - Warp-CTC
• CCTC
• 深度学习-CTC算法原理
• OCR之ctc资源汇总
• How to build e2e recognition system - CTC loss

Brief

• CTC - Connectionist Temporal Classification
• 解决输入输出对齐问题
• Greedy Search
• Beam Search

Install warp-ctc

git clone https://github.com/SeanNaren/warp-ctc.git
cd warp-ctc
mkdir build; cd build
cmake ..
make warpctc
../pytorch_binding/
python setup.py install

[junxnone]

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