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m3dv's Introduction

m3dv

上海交大2019-2020机器学习课程,医学图像分类

环境

python==3.6.7
pytorch==1.3.1
cuda9.1

硬件

Tesla V100 32GB

使用

  运行test.py -m train使用训练模式,运行test.py -m test使用测试模式,如无-m参数默认使用测试模式。
  运行前请确保当前目录下存在所有文件,其中train_val文件夹中存放393+72个数据集,test文件夹中存放117个测试集。train.csv为训练集目录,val.csv为验证集目录,sampleSubmission.csv为测试集目录,submission.csv为输出的提交文件,best_in_mynet.pkl为保存的网络参数。
  可在test.py的前几行更改训练集及测试集路径。

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