DLWK

EANet

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

CTF-Net

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

CGRNet

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

GSAL

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

Context-aware-segmentation

The repository contains various gan based architectures for segmentation

MGSA-Net

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

Multi-Scale-Attention

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

PaperWriting

Awesome-Text-to-Image

A Survey on Text-to-Image Generation/Synthesis.

axial-deeplab

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

ChestX-14-Lung-mask-dataset

CV_ToolBox

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

DLWK

dlwpt-code

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

GAML

GAML: Geometry-Aware Mutual Learning for Polyp Segmentation

Joint_COD_SOD

Learning-Notes

Personal records, notes and resources on Machine Learning.

learning_research

本人博士期间的科研经验

MB-DCNN

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

NoduleNet

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

SSL4MIS

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

awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。怎么让它听你的话。

MSNet

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

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)