Coder Social home page Coder Social logo

ivdps's Introduction

IVDPS

Integrated Visual-data Processing System 可视数据综合处理系统

目前是第一个版本，用来做学校的人脸实时表情识别系统，之后会更新比方说图像分类、图像分割这些内容。

Copyright By RWLinno

Sources文件夹

main是程序的运行入口，使用IDE可以运行，运行错误请看项目文档的环境要求。

pic 文件夹为用于数据分析和处理的图片，.ipynb_checkpoints文件夹和__pycache__文件夹存储IDE的临时文件。

models文件夹里面存放的是预训练的代码和存下里的模型。fer2013.csv为模型预训练用到的数据集，文件太大了请自行去Kaggle下载并放入models目录中以供训练使用：https://www.kaggle.com/datasets/deadskull7/fer2013

haarcascade_frontalface_default.xml为opencv自带的人脸分类器

ipynb后缀文件是各种模型的预训练代码，可以用jupyter notebook打开

pth后缀文件为保存下来的模型，命名格式是"model+模型名+训练批次.pth"

video.py和camera.py里面用的是model_ResNet_200epoches.pth，大家可以根据需要自行修改模型。

其他

说明文档：有一份pdf有一份doc，防止格式错误。一共89页，附录放了代码。

PPT: 有一份pdf一份pptx，防止字体丢失。

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.