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bloodtestreportocr's Introduction

对血常规检验报告的OCR识别、深度学习与分析

  • 将血常规检验报告的图片识别出年龄、性别及血常规检验的各项数据

    • 图片上传页面，提交的结果是图片存储到了mongodb数据库得到一个OID或到指定目录到一个path

    • 图片识别得到一个json数据存储到了mongodb数据库得到一个OID，json数据

      • 自动截取目标区域，已经能不同旋转角度的图片自动准备截取目标区域，但对倾斜透视的图片处理效果不佳,具体用法
      • 预处理，比如增加对比度、锐化
      • 识别

    • 识别结果页面，上部是原始图片，下部是一个显示识别数据的表格，以便对照识别结果

  • 学习血常规检验的各项数据及对应的年龄性别
  • 根据血常规检验的各项数据预测年龄和性别

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