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LB-UNet: A Lightweight Boundary-assisted UNet for Skin Lesion Segmentation

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
imgs		imgs
README.md		README.md
boundary.py		boundary.py
config_setting.py		config_setting.py
dataset.py		dataset.py
engine.py		engine.py
lbunet.py		lbunet.py
test.py		test.py
train.py		train.py
utils.py		utils.py

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LB-UNet

PyTorch implementation for LB-UNet: A Lightweight Boundary-assisted UNet for Skin Lesion Segmentation (LB-UNet) (MICCAI 2024)

Network Architecture

Environments

torch 2.1.0
torchvision 0.16.0
python 3.8.0

Dataset

The dataset utilizes the preprocessed datasets provided by EGE-UNet from Google Drive.

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LB-UNet: A Lightweight Boundary-assisted UNet for Skin Lesion Segmentation

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Python 100.0%