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cnn_facesrecognition's Introduction

博客地址:https://www.cnblogs.com/panweiwei/

GitHub地址:https://github.com/PanWeiw/CNN_FacesRecognition.git

项目依赖

详见requirements.txt文件;

项目结构

dataset:存放数据集;

MyModel:存放训练的模型文件;

model_test:测试模型时,存放待测的照片、视频;

my_faces / MySource_faces:用于测试采集人脸数据集时存放对应数据;


一:采集人脸数据集

从照片采集:faces_from_Photo.py

从视频文件采集:faces_from_Video.py

从摄像头采集:faces_from_Camera.py

加载照片的函数:read_img.py

二:处理照片并加载标签

load_dataset.py

三:构建并训练模型

train_model.py

处理数据集的函数:dataSet.py

四:模型测试

识别照片中的人脸:Recognize_From_Photo.py

识别视频文件中的人脸:Recognize_From_Vedio.py

识别摄像头中的人脸:Recognize_From_Camera.py

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