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基于Caffe实现的深度学习人脸识别、脸脸检测、人脸关键点检测等工作

Python 89.60% Shell 10.40%

deepface's Introduction

DeepFace

基于开源框架实现的人脸识别、脸脸检测、人脸关键点检测等任务 各个任务分别在FaceDetection, FaceAlignment, FaceRecognition 三个文件中

##人脸检测 baseline: 基于基于滑动窗口的人脸检测,将训练好了的网络改为全卷积网络,然后利用全卷积网络对于任意大小的图像输入,进行获取输出HeapMap。

##人脸关键点检测 try1_1: 基于DeepID网络结构的人脸关键点检测

##人脸验证 deepid: 基于DeepID网络结构的人脸验证

欢迎大家提出改进意见。

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