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。
利用tensorflow+python3.5完成的,然后又用pyqt5加了一个简陋的界面。
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。
- 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
水一水项目,见笑
眼部疾病识别
License: GNU General Public License v3.0
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