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

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

Author

junqiangchen

Contact

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