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VNetFamily-Tensorflow

There are some VNet Variant Networks that implement with tensorflow

Requirements

  • Tensorflow-gpu == 1.8
  • Python == 3.5.5

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

senet

What is the SCSEVNet

senet

GAVNet

you can see the paper, please refer to this link

What is the GrideAttentionModel

senet

What is the GAVNet

senet

NonLocalVNet

you can see the paper, please refer to this link

What is the NonLocalBlock

senet

What is the NonLocalVNet

senet

PEVNet

you can see the paper, please refer to this link

What is the PEModel

senet

What is the PEVNet

senet

ETVNet

you can see the paper, please refer to this link

What is the ETModel

senet

What is the ETVNet

senet

MutilTask-VNet

you can see the paper, please refer to this link

What is the MutilTask-VNet

senet

MutilDepthFusion-VNet

you can see the paper, please refer to this link

What is the MutilDepthFusion-VNet

senet

What is the MutilDepthFusion

senet

VNettripleplus

you can see the paper, please refer to this link

What is the VNettripleplus

senet

What is the full_scale skip conncetion

senet

MultiResVNet

you can see the paper, please refer to this link

What is the MultiResModule

senet

What is the MultiResModule

senet

What is the MultiResVNet

senet

DCVNet

you can see the paper, please refer to this link

What is the Dual-ChannelModule

senet

What is the MultiResModule

senet

What is the DCVNet

senet

V2-Net

you can see the paper, please refer to this link

What is the ResUModule

senet

What is the V2-Net

senet

MA-UNet

you can see the paper, please refer to this link

What is the Spatial Attention and Channel Attention

senet

What is the MA-UNet

senet

Author

junqiangchen

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