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
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