Automatic recognition of verification code based on deep learning method
data:
1.train_nosplit:未分割的训练集验证码图片,共1000张
test_nosplit:未分割的测试集验证码图片,100张
2.运行split_verifycode.py:
train_nosplit分割后为4000张(每张验证码4个字符),保存在data/train_split文件夹中
test_nosplit分割后为400张(每张验证码4个字符),保存在data/test_split文件夹中
caffe_verifycode:
3.编写test.txt与train.txt标签文件,label是直接拿的别人用的,后面测试模型要用到。
4.根据txt文件与分割后的数据集转换成lmdb格式保存在data/test or train_lmdb目录下
5.根据txt文件与分割后的数据集生成均值文件mean.binaryproto。
6.模型训练和测试
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Automatic recognition of verification code based on deep learning method
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