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Jorge Sueiras, Victoria Ruiz, Angel Sanchez, Jose F. Velez, Offline Continuous Handwriting Recognition Using Sequence to Sequence Neural Networks, Neurocomputing (2018), doi: 10.1016/j.neucom.2018.02.008

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Offline-Continuous-Handwriting-Recognition-Seq2Seq

Jorge Sueiras, Victoria Ruiz, Angel Sanchez, Jose F. Velez, Offline Continuous Handwriting Recognition Using Sequence to Sequence Neural Networks, Neurocomputing (2018), doi: 10.1016/j.neucom.2018.02.008

high-level api from tensorflow 2.0
Handwriting Recognition
本科毕设
1.预处理只实现了文章中的slant_correction部分
2.bi-LSTM使用concat前后向output做attention部分,不知道是concat还是add更好一些
3.解码过程中用的cell_state做attention,不知道是用hidden_state还是concat(h_s,c_s)更好一些
4.py文件由ipynb文件转换格式得来,没有具体分文件实现模块

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Jorge Sueiras, Victoria Ruiz, Angel Sanchez, Jose F. Velez, Offline Continuous Handwriting Recognition Using Sequence to Sequence Neural Networks, Neurocomputing (2018), doi: 10.1016/j.neucom.2018.02.008

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