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mrbrains_seg's Introduction

医学图像分割

数据集

MRBrainS 数据集 1~4 用于train 5用于val

实现

  1. VGG-FCN
  2. UNet 参考:pytorch-unrt

predict

checkpoint中已提供训练好的model

python predict.py

结果

Mean IoU : 0.8053 Mean dice: 0.8921

  1. 原图:

原图

  1. mask:

  1. 预测

  1. dense crf

mrbrains_seg's People

Contributors

pengzhiliang avatar

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