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毕业设计:照片自动归类于分发系统

设计并实现一个内容共享平台

要求:

  • 实现照片的识别,采用一些基本的已有的照片识别代码,实现照片中任务的识别。
  • 根据任务识别的结果,将照片分发给对应的用户。


具体思路:

  • 从一张照片中识别人脸

  • 将人脸截出并放缩至合适尺寸

  • 注意当一张图片包含多个人脸时应当将每一张照片名作文文件夹名,在此文件夹中应该顺序将截出的人脸命名

  • 图像预处理模块完成(将之前代码整理成一个函数)

  • 将需要识别的人脸照片进行提取特征并存入数据库( 进行数据库的建立以及样本照片数据库的选取)

  • 需要通过样本进行训练比较模型,之后在进行比较识别(模型的选择)

  • 与需要进行识别的照片进行比较(可以自动加入新的特征,并且与存储的特征比较进行更新)

  • 采用opencv对视频进行截取,用来建立数据集



提交情况

  • 1.完成人脸检测(采用0pencv已经训练好的模型进行检测) 1


  • 2.完成人脸截取(未对多个人脸情况进行分析 + 增加尺寸变换 ) 2


  • 3.整合 未完成版(将之前代码整合成函数,加入重命名函数对测试文件进行规范)

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