GithubHelp home page GithubHelp logo

emotion-prediction-system's Introduction

emotion-prediction-system

A facial expression emotion prediction system based on deep learning model

说明:1. 本作品可运行多系统平台,提供可执行源码和系统说明书;2. 本作品可以用于相关课程设计、大作业展示、毕业设计改造等 研究背景

系统需求分析

技术点

  • Python深度学习框架:Pytorch
  • 机器视觉库:OpenCV
  • Python Web后端框架:Flask
  • 前端技术:CSS,JS,Html (有兴趣的也可以自己用Vue或者其他前端框架写)

数据集

  • FER2013人脸数据集

具体的神经网络结构的设计见付费内容,如果算力不够的,或者没有在服务器跑代码的,这里可以直接拿训练好的模型去用

部分结果展示

演示链接:https://www.bilibili.com/video/BV1LY4y1n7Y4/ 或者: https://www.bilibili.com/video/BV1LY4y1n7Y4/?vd_source=f211b55f6edc2cc09cd5609cdd5f5cab

  • 源码请见付费内容页面

测试结果

系统亮点

emotion-prediction-system's People

Contributors

jimouchen avatar

Stargazers

 avatar  avatar

Watchers

James Cloos avatar  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.