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config.json

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inputs.py

inputs.py

 
 

layers.py

layers.py

 
 

refineNet.py

refineNet.py

 
 

submit.py

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utils.py

utils.py

 
 

vnet.py

vnet.py

 
 

vnet_deploy.py

vnet_deploy.py

 
 

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Data

IVDChallenges2015

Tool

  • TensorFlow 1.0: an open-source software library for Machine Intelligence, see more.
  • Python 36

Architecture

  • V-net 3D: see more.
  • RefineNet: see more.

Results

🌚 pretty cool.

  • test image_1 test_1_slice_20

  • test image_6 test_6_slice_20

About

Use several neural networks to segment IVDs.

Topics

tensorflow segmentation v-net refinenet

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