毕业设计 - 机器学习识别图片验证码

上传者: QYgujingjing | 上传时间: 2023-03-18 15:41:35 | 文件大小: 2.86MB | 文件类型: ZIP
毕业设计 - 机器学习识别图片验证码 通过简单的图像识别算法来完成验证码识别,打算把机器学习中的分类算法全部使用一遍。 使用方法 爬取验证码 对图像做处理并切分 手工标注数据 导入训练集 使用测试集 图像处理 静态图片 清除图片噪点 清除图片干扰线 切割图片 信息输出 动态图片 按帧转存 GIF 读取每个 GIF 的 Duration 属性 找到 Duration 最长的图片,后同静态图片处理 识别算法 SVM 根据算法的性质,可以问题设定成一个二分类问题:识别数字1和2(当然也可以是其他的任意两个数字)。

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