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DataAssitant项目说明

项目背景

大二在sipeed实习(3月-7月)时所编著，因为Maxihub后端自动训练脚本也是我在开发，所以编写一个能够规范产出数据集的预处理软件非常重要。大大提高用户使用Maixhub时的使用体验。

开发环境建立

conda create -n dataassitant python=3.7.4
conda activate dataassitant
pip install -r requirements.txt

代码运行

python DataAssistant.py

打包为.exe文件

打包工具版本

pyinstaller==3.6

打包命令

pyinstaller -F -w -i sipeed.ico DataAssistant.py

PS👀️

  1. 打包请在纯净python环境下进行，否则将会有很多不必要的第三方包被打包，从而导致生成的.exe文件过大
  2. 打包目录下需要包含如下文件：
  1. DataAssistant.py
  2. sipeed.ico
  3. config.ini

版本特性说明：

V1.0 :支持目标分类数据集的预处理

V1.1 :新增目标检测数据集预处理

V1.2 :新增目标检测数据集预自动标注(Siammask)

Bug汇总：

  • 处理中程序出现未响应.(解决方案:新进程解决)
  • 仅支持在Windows10以下运行(实测windows7无法运行)

打包好的zip下载:

本项目 Release页面

K210数据集自动收集脚本

1.Data_Collection_Assitant(Classification).py 目标分类数据集自动收集 2.Data_Collection_Assitant(ObjectDection).py 目标检测数据集自动收集

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