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VNetFamily-Tensorflow

There are some VNet Variant Networks that implement with tensorflow

Requirements

  • Tensorflow 1.8
  • Python 3.5

VNet

you can see the paper, please refer to this link

What is the VNet

senet

AttentionGatedVNet

you can see the paper, please refer to this link

What is the AttentionGate

senet

What is the AttentionGateVNet

senet

DualAttentionVNet

you can see the paper, please refer to this link

What is the DualAttention

senet

What is the DualAttentionNet

senet

FusionVNet

you can see the paper, please refer to this link

What is the FusionVNet

senet

NestedVNet(VNet++)

you can see the paper, please refer to this link

What is the VNet++

senet

SEVNet

you can see the paper, please refer to this link

What is the SEModel

senet

What is the SEVNet

senet

SCSEVNet

you can see the paper, please refer to this link

What is the SCSEModel

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What is the SCSEVNet

senet

GAVNet

you can see the paper, please refer to this link

What is the GrideAttentionModel

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What is the GAVNet

senet

NonLocalVNet

you can see the paper, please refer to this link

What is the NonLocalBlock

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What is the NonLocalVNet

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PEVNet

you can see the paper, please refer to this link

What is the PEModel

senet

What is the PEVNet

senet

Author

junqiangchen

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