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简易的纹理异常检测数据集制作工具. / Simple Texture Anomaly detection Dataset Maker tool.

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简介

Windows下使用OpenCV-4.6.0Qt-5.14.2开发的异常检测数据集制作小工具, 特别适用于 布匹金属 表面纹理缺陷的 掩膜 (Mask) 制作.

使用流程

  1. 打开待标注素材文件夹 (快捷键: W)

    recording
  2. 框选素材图片, 并按S键保存生成框选区域的特写和二值轮廓图, 可以拖动Slider调整Canny边缘检测的高低阈值, 最后按Z键生成凸包掩膜:

    recording
  3. 如果有噪声轮廓要剔除或增添轮廓, 使用 "Fine-tuning" 按钮微调:

    recording recording
  4. 最后选择缺陷类型并点击Export导出掩膜:

    recording

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简易的纹理异常检测数据集制作工具. / Simple Texture Anomaly detection Dataset Maker tool.

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