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Variant VNet family

Home Page: https://github.com/junqiangchen/VNetFamily

Python 100.00%

netvariant vnet tensoflow python senet paper tensorflow

vnetfamily's Introduction

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

AttentionGatedVNet

you can see the paper, please refer to this link

What is the AttentionGate

What is the AttentionGateVNet

DualAttentionVNet

you can see the paper, please refer to this link

What is the DualAttention

What is the DualAttentionNet

FusionVNet

you can see the paper, please refer to this link

What is the FusionVNet

NestedVNet(VNet++)

you can see the paper, please refer to this link

What is the VNet++

SEVNet

you can see the paper, please refer to this link

What is the SEModel

What is the SEVNet

SCSEVNet

you can see the paper, please refer to this link

What is the SCSEModel

What is the SCSEVNet

GAVNet

you can see the paper, please refer to this link

What is the GrideAttentionModel

What is the GAVNet

NonLocalVNet

you can see the paper, please refer to this link

What is the NonLocalBlock

What is the NonLocalVNet

PEVNet

you can see the paper, please refer to this link

What is the PEModel

What is the PEVNet

ETVNet

you can see the paper, please refer to this link

What is the ETModel

What is the ETVNet

MutilTask-VNet

you can see the paper, please refer to this link

What is the MutilTask-VNet

MutilDepthFusion-VNet

you can see the paper, please refer to this link

What is the MutilDepthFusion-VNet

What is the MutilDepthFusion

VNettripleplus

you can see the paper, please refer to this link

What is the VNettripleplus

What is the full_scale skip conncetion

MultiResVNet

you can see the paper, please refer to this link

What is the MultiResModule

What is the MultiResModule

What is the MultiResVNet

DCVNet

you can see the paper, please refer to this link

What is the Dual-ChannelModule

What is the MultiResModule

What is the DCVNet

V2-Net

you can see the paper, please refer to this link

What is the ResUModule

What is the V2-Net

MA-UNet

you can see the paper, please refer to this link

What is the Spatial Attention and Channel Attention

What is the MA-UNet

Author

junqiangchen

Contact

https://github.com/junqiangchen
email: [email protected]
WeChat Public number: 最新医学影像技术

vnetfamily's People

Contributors

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vnetfamily's Issues

How to load images?

Is there any repo that can be used for loading 3D brain images ?

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