detect-and-recognize-mask-face's Introduction

简介

利用mtcnn、mobilenet和facenet进行口罩人脸的检测与识别，我只是对已有的开源项目进行了拼接调试。

facenet地址: https://github.com/davidsandberg/facenet

MTCNN和mobilenet地址: https://github.com/bubbliiiing/mask-recognize

给人脸加口罩(参考加口罩部分): https://github.com/bubbliiiing/mask-recognize

人脸关键点检测: https://github.com/610265158/Peppa_Pig_Face_Engine

环境

tensorflow-gpu = 1.13.1
python = 3.5
其余需要什么装什么

使用

下载预训练好的模型（我自己训练的）放到models文件夹下面

real_time.py 调用摄像头实时检测和识别
local_img.py 识别传入的本地图片

效果

交流

使用有问题，欢迎交流[email protected]

Recommend Projects

React

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

Vue.js

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

Typescript

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

TensorFlow

An Open Source Machine Learning Framework for Everyone

Django

The Web framework for perfectionists with deadlines.

Laravel

A PHP framework for web artisans

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.

Visualization

Some thing interesting about visualization, use data art

Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

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

Microsoft

Open source projects and samples from Microsoft.

Google

Google ❤️ Open Source for everyone.

Alibaba

Alibaba Open Source for everyone

D3

Data-Driven Documents codes.

Tencent

China tencent open source team.

guochunhe / detect-and-recognize-mask-face Goto Github PK