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image_classification's Introduction

图片分类工具

特性

  • 后端:flask框架 前端:ant design pro v5
  • 图片识别分类技术:百度飞浆的pp-shitu
  • 主要功能模块:类别管理、类别图片管理、识别体验

安装

//第一次启动需要安装基础组件,可能需要消耗等待几分钟,等待一下即可访问页面
docker-compose up -d

访问

容器运行成功后,访问:http://ip:5566/ 初始账号: admin 密码: admin

使用截图

  • 类别创建 识别体验
  • 类别图片管理 识别体验
  • 识别体验 识别体验

image_classification's People

Contributors

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Forkers

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image_classification's Issues

基于百度paddle cls及pp_shitu的图像分类检索识别

基于百度paddle cls及pp_shitu的图像分类检索识别
安装环境要求:windows操作平台,识别速度达到毫秒级(包含检测、识别、向量检索)

1、现已经实现在python环境的检测、识别、向量检索,但是速度在1-3秒,根据官方资料,需要使用c++库进行
开发基于c++库的系统,目前遇到faiss库在windows编译调用失败,无法成功构建exe及dll链接库的问题。
基于此,能否解决faiss库在windows编译调用,将pp_shitu c++库整体编译成exe,在windows平台调用

2、目前也在考虑将检测、识别、向量检索分开编译,或者直接调用c++库的方式

3、也参考了shitu_android_demo中的JNI方式,检测速度可以达到毫秒级,但需要转移到PC端

希望能根据上述开发环境需求,或者不基于上述的技术要求,提供更优的技术方案

help me please !

git clone the project
docker up is good
uplaod some my images and class ,reindex at ui
upolad some images response a [] list?
why ? i use a cocacale images , is eight but is four?
help me please !

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