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Wang Kun's Projects

axial-deeplab icon axial-deeplab

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

cgrnet icon cgrnet

[BSPC22]The Code of “CGRNet: Contour-Guided Graph Reasoning Network for Ambiguous Biomedical Image Segmentation”

ctf-net icon ctf-net

[ISBI'20] The Code of “CTF-Net: Retinal vessel segmentation via Deep coarse-to-fine supervision network”

cv_toolbox icon cv_toolbox

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

eanet icon eanet

[PR2022] The Code of “EANet: Iterative Edge Attention Network for Medical Image Segmentation”

gaml icon gaml

GAML: Geometry-Aware Mutual Learning for Polyp Segmentation

gsal icon gsal

[PR2023] The Code of "GSAL: Geometric Structure Adversarial Learning for Robust Medical Image Segmentation"

mb-dcnn icon mb-dcnn

[TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.

mgsa-net icon mgsa-net

[BSPC21] The Code of “MGSANet: Multi-Granularity Scale-Aware Networks for Hard Pixels Segmentation of Pulmonary Nodules”

msnet icon msnet

(MICCAI 2021) Automatic Polyp Segmentation via Multi-scale Subtraction Network

nodulenet icon nodulenet

[MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

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