python基于opencv下使用卷积神经网络的车牌识别系统 详细代码 可直接使用

上传者: hha12138 | 上传时间: 2024-01-27 16:51:24 | 文件大小: 459.37MB | 文件类型: ZIP
大学毕业设计 使用python基于opencv开发车牌识别系统,可以实现后台传输的图片识别 使用了两个相同结构的卷积神经网络 车牌识别系统可以分为两个部分, 第一个部分是车牌定位过滤部分; 第二个部分是字符识别部分; 在这两部分中我都是使用CNN卷积神经网络训练之后进行识别内容。 车牌定位部分使用的技术主要为图像预处理,车牌轮廓提取还有车牌的定位; 字符识别部分使用的技术主要为字符的分割,然后完成字符识别,输出车牌信息。 输入层:36x128 第一层卷积:卷积核大小:3x3,通道数:3,卷积核个数:32,激活函数使用Relu,四个维度的滑动步长为1,填充算法的类型:SAME。 第一层池化:使用池化窗口大小为2x2的最大池化,由于不想在batch(批量)同channels(通道)做池化,因此设置为1. 第二层卷积:卷积核大下:3x3,通道数为32,卷积核个数:64,激活函数使用Rule,四个维度的滑动步长为1,填充算法的类型:SAME。 第二层池化:同样使用池化窗口大小为2x2的最大池化,由于不想在batch(批量)同channels(通道)做池化,因此设置为1. 第三层卷积:卷积核大

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