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【更新中...】人脸检测识别综合项目 —— Comprehensive project of face recognition and detection

Python 100.00%

face-recognition-plus's Introduction

人脸识别检测综合项目

一、人脸识别

1.1 目标

  • 熟悉人脸识别功能实现的原理与算法
  • 掌握Adaboost人脸检测技术原理及实现方式
  • 了解目前人脸识别技术优化方法及发展瓶颈

1.2 内容

  • 项目概述
    • 概述及应用
    • 主要流程
    • 数据集介绍
  • Adaboost人脸检测
    • 基本原理
    • Haar特征及积分图
    • 分类器的级联
    • 训练过程
  • 关键点提取
    • 实现方法
    • 拓展(疲劳检测)
    • 人脸校准
  • 拓展与实践
    • ASM主动外观模型
    • AAM与ASM

face-recognition-plus's People

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