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基于 Opencv 的人脸识别系统

项目简介

为了满足学校课程设计的要求,所以写了这个程序

课程为南京邮电大学智能科学与技术大三下的《智能系统课程设计》

课题的要求是用 Opencv 实现一个人脸识别系统,其中需要包含传统的 LBP 与 PCA 方法,同时还要使用 MineSpore 作为深度学习框架

程序架构

整体架构分为

  • 视图层 View
    • 界面
    • 日志
  • 状态层 Store
  • 服务层 Service
    • 传统方法
    • MindSpore
    • 相机视频流读取与处理

如何看这个项目

由于我是前端开发,所以在qt开发上用了很多前端的**,望传统的qt开发者见谅。

> main.py
...
    store = ConfigStore() # 状态
    classicPreditor = ClassicFaceRecognizer() # 传统方法
    camera = VisionService(store) # 视觉服务:包含相机视频流读取与处理
    window = MainPage(camera.all_queues, classicPreditor, camera, store) # 视图层,界面逻辑这里看
...

从 main 函数进去看即可,需要更改哪个部分,或者添加方法可以直接在 VisionService 添加

本项目包含后端,后端仓库在另一边,之后再放出来

祝有需要的同学高分

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