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eye-disease-identification's Introduction

Eye Disease identification

眼部疾病识别

这个是我大创的一个项目,诊断由糖尿病引发的眼部疾病。目前是用基本的CNN做的疾病分期,根据老师给的数据和Kaggle数据集合的一部分。其实可以用CAM网络做一个大概病灶位置的判断,但是自己犯懒不想做了。

实现

利用tensorflow+python3.5完成的,然后又用pyqt5加了一个简陋的界面。

目前的效果

界面如下

先自动对图像进行切割以及预处理,然后传入卷积神经网络,并输出结果。

说明

  • deal.py是预处理图像用的
  • train.py训练以及预测
  • gui_main.py界面的逻辑部分

其他

水一水项目,见笑

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