U-Net + Vision GNN

Integration of U-Net and Vision GNN for vessel segmentation

A framework for the segmentation of retinal vessels in 2D images leveraging the inherent topological properties of the branches.

Academic Article

Download article: TDt_javserjod.pdf

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
__pycache__		__pycache__
data/CHASE		data/CHASE
utils		utils
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
TDt_javserjod.pdf		TDt_javserjod.pdf
requirements.txt		requirements.txt
train_test_unet_80-20_1st_manual.ipynb		train_test_unet_80-20_1st_manual.ipynb
train_test_unet_80-20_2nd_manual.ipynb		train_test_unet_80-20_2nd_manual.ipynb
train_test_unet_90-10_2nd_manual.ipynb		train_test_unet_90-10_2nd_manual.ipynb
train_test_vig.ipynb		train_test_vig.ipynb
train_test_vigunet_80-20_1st_manual.ipynb		train_test_vigunet_80-20_1st_manual.ipynb
train_test_vigunet_80-20_2nd_manual.ipynb		train_test_vigunet_80-20_2nd_manual.ipynb
train_test_vigunet_80-20_2nd_manual_625p.ipynb		train_test_vigunet_80-20_2nd_manual_625p.ipynb
train_test_vigunet_80-20_2nd_manual_900p.ipynb		train_test_vigunet_80-20_2nd_manual_900p.ipynb
train_test_vigunet_80-20_2nd_manual_batch2.ipynb		train_test_vigunet_80-20_2nd_manual_batch2.ipynb
train_test_vigunet_80-20_2nd_manual_batch8.ipynb		train_test_vigunet_80-20_2nd_manual_batch8.ipynb
train_test_vigunet_80-20_2nd_manual_topo.ipynb		train_test_vigunet_80-20_2nd_manual_topo.ipynb
train_test_vigunet_90-10_2nd_manual.ipynb		train_test_vigunet_90-10_2nd_manual.ipynb
unet.py		unet.py
vig.py		vig.py
vig_unet.py		vig_unet.py