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A full stack project for driving prediction using deep learning.

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SUNYunZeng/AIforDriving

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Geo_AI

一个基于深度学习模型的在线轨迹可视分析全栈平台 http://geoai.sunyunzeng.com/

项目特点

  1. 基于Vue前端框架

  2. 基于Node.jsExpress后端框架

  3. 基于MySQL关系型数据库

  4. 动态菜单栏配置

  5. 实现深度学习模型(RNN为例)接口调用与在线步骤

  6. 基于ECharts动态轨迹可视化

  7. 基于Leftlet的图层切换、热力图可视化

  8. 数据库查询及图表展示

项目预览

img

食用步骤

# install dependencies
npm install

# serve with hot reload at localhost:8080
npm run dev

# build for production with minification
npm run build

# build for production and view the bundle analyzer report
npm run build --report

# run unit tests
npm run unit

# run e2e tests
npm run e2e

# run all tests
npm test

For a detailed explanation on how things work, check out the guide and docs for vue-loader.

学习教程

Vue + Express + MySQL驾驶行为分析全栈项目(一): 项目初始化

Vue + Express + MySQL驾驶行为分析全栈项目(二): 服务器搭建

Vue + Express + MySQL驾驶行为分析全栈项目(三): 前端设计

Vue + Express + MySQL驾驶行为分析全栈项目(四): Leftlet组件与图层加载功能

Vue + Express + MySQL驾驶行为分析全栈项目(五): Leftlet热力图实现

Vue + Express + MySQL驾驶行为分析全栈项目(六): ECharts实现轨迹动态可视化

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A full stack project for driving prediction using deep learning.

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