Luffy03

VoCo

[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

AGMM-SASS

[CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures

DCA

[TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation

CISC-R

[TPAMI 2022] Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation

DBFNet

[TIP 2022] Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images

GaofenChallenge

[IEEE GRSS/ ISPRS 2021 Remote Sensing Contest Champion] Linshan Wu, Leyuan Fang, Shutao Li

AFFormer

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

Awesome-Semi-Supervised-Semantic-Segmentation

A summary of recent semi-supervised semantic segmentation methods

chest-ct-pretraining

CLIP-Driven-Universal-Model

Rank first in Medical Segmentation Decathlon (MSD) Competition.

DeepClustering

Methods and Implements of Deep Clustering

Depth-Anything

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Depth-Anything-V2

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

DiffTumor

[CVPR 2024] Generalizable Tumor Synthesis

Diffusion-based-Segmentation

This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".

FLARE22

Champion Solution of MICCAI FLARE22 Challenge from Team Blackbean

FreeMask

[NeurIPS 2023] FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models

FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

Implementation-of-Detecting-Camouflaged-Object-in-Frequency-Domain

An unofficial implementation for Detecting Camouflaged Object in Frequency Domain, CVPR 2022 in PyTorch.

Interactive_Linux_Shell

An interactive shell program that supports redirection and multi-level pipes.

leopart

LUMIR_L2R

Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024

M3d-Cam

MedISeg

MFM

[ICLR 2023] Masked Frequency Modeling for Self-Supervised Visual Pre-Training

SatMAE

Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"

STU-Net

Scalable and Transferable Medical Image Segmentation Models Enpowered by Large-scale Supervised Pre-training

UniMatch

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation