Git Product home page Git Product logo

classroom-peoplecount's Introduction

项目简介

教室人数计数

文件目录

  • 文件夹EmptyPhoto中存放无人教室的照片
  • 文件夹FullPhoto中存放有人教室的照片
  • GenerateTrainset_empty.py从无人教室的照片中手动划分目标区域生成负样本训练集
  • GenerateTrainset_full.py从有人教室的照片中手动划分目标区域生成正样本训练集
  • HOGExtract.py完成特征提取并把HOG特征写入csv文件
  • Classify.py读取上述csV文件并进行训练,最后在某张训练集之外的图片上手动标定测试模型效果

注:因为本项目的研究不具备监控视频的条件,所以只能用拍照的方式获取一些图片,但由于拍摄并不稳定,所以每张图片对应的像素点在另一张图片中不一定是同一个区域,因此在测试模型的效果时也采用手动划定目标区域的方式,如果有监控视频,则可以将像素点坐标写入txt文件中,测试模型时直接读取该txt确定目标区域。

classroom-peoplecount's People

Contributors

wangrongsheng avatar

Watchers

 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.