taosir / cnn_handwritten_chinese_recognition Goto Github PK
View Code? Open in Web Editor NEWCNN在线识别手写中文。
License: MIT License
CNN在线识别手写中文。
License: MIT License
@taosir 您好,我用分别用tf2 keras、paddlepaddle、pytorch重新复现了您的算法,用hwdb1.1数据训练模型,图像处理的过程为取灰度,resize到(64,64,1),标准化到01区间,发现均不收敛loss始终在8.2左右,可否告知下训练前是否对图像做了其它的调整。
首先感谢作者, 再想请问下 作者用的是 http://www.nlpr.ia.ac.cn/databases/handwriting/Download.html
页面中的HWDB1.1trn_gnt 这个库吗?如果我用 中科院自动化研究所 http://www.nlpr.ia.ac.cn/databases/download/feature_data/HWDB1.1trn_gnt.zip 这个库是不是效果会更好一点?对于电脑上的手写识别是不是 在线手写库 效果更好?脱机更差?相比 HWDB1.1trn_gnt ,是否更应该用OLHWDB1.1?
我已经顺利运行了手写识别的软件,但是实际识别率跟你主页上的演示有区别。
比如我写个“汉”子,你的演示中是可以正确辨认,但是我自己本地电脑就不行,checkpoint文件也已经更换了,是否在我本地电脑也要把训练图片都下载呢?
望指教的:-)
你好作者,请问可以训练的代码分享一下吗
想请问一下作者,数据集的label你是怎么标的?
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