/VNetFamily

Variant VNet family

Primary LanguagePython

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

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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

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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

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What is the PEVNet

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ETVNet

you can see the paper, please refer to this link

What is the ETModel

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What is the ETVNet

senet

MutilTask-VNet

you can see the paper, please refer to this link

What is the MutilTask-VNet

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MutilDepthFusion-VNet

you can see the paper, please refer to this link

What is the MutilDepthFusion-VNet

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What is the MutilDepthFusion

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VNettripleplus

you can see the paper, please refer to this link

What is the VNettripleplus

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What is the full_scale skip conncetion

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MultiResVNet

you can see the paper, please refer to this link

What is the MultiResModule

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What is the MultiResModule

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What is the MultiResVNet

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DCVNet

you can see the paper, please refer to this link

What is the Dual-ChannelModule

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What is the MultiResModule

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What is the DCVNet

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V2-Net

you can see the paper, please refer to this link

What is the ResUModule

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What is the V2-Net

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MA-UNet

you can see the paper, please refer to this link

What is the Spatial Attention and Channel Attention

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What is the MA-UNet

senet

Author

junqiangchen

Contact