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rplab-snu / nucleus_segmentation

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New model implementation #1

Open ljm861 opened 6 years ago

ljm861 commented 6 years ago

(1) U-Net based model

U-Net 2D / 3D / 2.5D
FusionNet / Dense U-Net
V-Net

(2) DeepLab 구조

Pyramid Scene Parsing Net
Atrous Pooling (?) -> 공부

(3) DeepLab v3

zsef123 commented 6 years ago

(4) U-Net variance models

U-Net + DSV layer
U-Net + non-local layer
Attention U-Net
https://arxiv.org/abs/1804.03999

(5) Classifier Network

Resnet
VGG, Attention VGG
GradCam