Giter Club home page Giter Club logo

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

cnn_facesrecognition's People

Contributors

pan-will avatar dependabot[bot] avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.