Giter Club home page Giter Club logo

identification_of_rice's Introduction

水稻病虫害自动识别系统

介绍

本识别项目通过对于用户所上传的水稻图片进行分析,识别出相应的病虫害,通过这种方法帮助种植用户进行虫害的识别

技术栈

开发语言 python,java
前端 layui,thymeleaf
后端 java,flask
数据库 Mysql
机器学习 TensorFlow2.0
服务器 Centos(腾讯云)+Ubuntu(阿里云)

项目结构

JavaWeb项目:

image-20210801201703641

js/css+静态页面

image-20210801201745493

为了方便起见,python写的flask项目直接丢的在resource内

image-20210801201831922

使用方式

  1. 修改controller类中UploadController中的路径(修改为本地存储路径,虽然最后会删除,所以不占地方)

    image-20210801202025044

    image-20210801202040645

  2. 修改application.properties配置文件中的mysql配置

    image-20210801202240554

  3. 修改tool内中的接口

    由于这个预测接口被我放在了服务器上,所以需要修改成自己的才可以

    详细原理介绍可以看我写的博客

    https://www.cnblogs.com/printwangzhe/p/15087444.html

    image-20210801202652183

功能介绍

1.病虫害识别

图片上传

image-20210801195727047

image-20210801195756390

图片识别

image-20210801195710399

2.用户登录注册

用户登录

image-20210801203212044

用户注册

image-20210801203238213

3.病虫害百科查询

image-20210801203327139

4.系统首页

image-20210801203419432

5.用户反馈

image-20210801203448494

6.用户搜索历史

image-20210801203514601

7.用户中心

image-20210801203546871

8.用户管理--后台

image-20210801203645880

9.病虫害管理--后台

image-20210801203708903

10.评论管理--后台

image-20210801203729978

项目中的用户

image-20210801203928082

1.管理员

管理员为系统的维护者,能够对数据库进行增删改等操作

2.客服

客服能够对问题进行回复

3.普通用户

一般注册后的用户都是普通用户

4.游客

未经注册的用户

项目亮点

1.图像识别率高

训练后的识别准确率可以达到93%左右

image-20210801204411768

image-20210801204518517

2.采用双服务器进行负载均衡

由于作为学生,经费有限,同时采用两台服务器进行部署项目,让项目有较高的响应速度

identification_of_rice's People

Contributors

magicpwz avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

identification_of_rice's Issues

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.