fundus_binary_classification

眼底图二分类——inception v3 迁移学习

参考https://blog.csdn.net/White_Idiot/article/details/78816850 tensorflow 实现谷歌INCEPTION-V3迁移学习

LEARNING_RATE = 0.01
STEPS = 10000
BATCH = 100
CHECKPOINT_EVERY = 100
NUM_CHECKPOINTS = 5
VALIDATION_PERCENTAGE = 10 
TEST_PERCENTAGE = 10 

图像对比

• 正样本

* 负样本

Dependencies

• tensorflow

其中，训练集正负样本各约3600

训练数据集： data/

训练：

python train.py

验证： python validation.py

result

Validation accuracy on random sampled 100 examples = 83.2%