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All Projects → Mignet → Chinese Write Handling Char Recognition

Mignet / Chinese Write Handling Char Recognition

汉字手写识别

Programming Languages

python
139335 projects - #7 most used programming language

Labels

chinese

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handwritten chinese recognition

汉字手写识别

数据集

数据集来自于中科院自动化研究所，具体下载地址: http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1trn_gnt.zip http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1tst_gnt.zip

这个训练集和测试集是经过压缩的图片，需要解压出来转换图片，这里是转换好的文件包：https://pan.baidu.com/s/1o84jIrg 数据集

构建神经网络

网络

训练

run the command python chinese_rec.py --mode=train --max_steps=16002 --eval_steps=100 --save_steps=500

模型评估

run the command python chinese_rec.py --mode=validation accuracy

测试

把要识别的图像丢到tmp目录下就行了 run the command python chinese_rec.py --mode=inference result

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