semi-supervised-segmentation

There are 4 repositories under semi-supervised-segmentation topic.

• charlesCXK / TorchSemiSeg

  [CVPR 2021] CPS: Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

  semantic-segmentationsemi-supervised-learningcvpr2021semi-supervised-segmentation
  Language:Python 483

• LiheYoung / UniMatch

  [CVPR 2023] Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation

  fixmatchsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 420

• LiheYoung / ST-PlusPlus

  [CVPR 2022] ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation

  cvpr2022self-trainingsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 222

• yyliu01 / PS-MT

  [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation

  cvpr2022semantic-segmentationsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 180

• dvlab-research / Context-Aware-Consistency

  Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

  cvpr2021semantic-segmentationsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 154

• ZhenZHAO / AugSeg

  [CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation

  semi-supervised-learningsemi-supervised-segmentation
  Language:Python 103

• DesertsP / SLRNet

  🚀 Code for SLRNet: Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation

  weakly-supervised-segmentationsemi-supervised-segmentation
  Language:Python 68

• xmed-lab / DHC

  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

  class-imbalancemedical-image-segmentationmiccai2023semi-supervised-segmentation
  Language:Python 46

• xmed-lab / AllSpark

  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

  attentioncvpr2024semi-supervised-segmentationtransformersemantic-segmentation
  Language:Python 42

• ZhenZHAO / iMAS

  [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation

  semi-supervised-learningsemi-supervised-segmentationinstance-specific-model-adaptive
  Language:Python 35

• FengheTan9 / Multi-Level-Global-Context-Cross-Consistency

  Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model"

  diffusion-modelimage-generationmedical-image-segmentationmedical-imagingsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 29

• jfzhuang / IFR

  [CVPR'22] Semi-Supervised Video Semantic Segmentation with Inter-Frame Feature Reconstruction

  cvpr2022semantic-segmentationsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 28

• kunzhan / DSSN

  ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network

  cityscapesconstrastive-learningimage-segmentationlong-tailed-learningpascal-vocsemantic-segmentationsemi-supervised-segmentation
  Language:Python 16

• ZhenZHAO / AD-MT

  Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation

  medical-image-segmentationsemi-supervised-learningsemi-supervised-segmentation
  Language:Python 15

• ZhenZHAO / DPMS

  Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation

  medical-image-segmentationsemi-supervised-learningsemi-supervised-segmentationsemi-supervised-medical-image-segmentation
  14

• 1181110317 / SSL_CTT

  This repository contains the official implementation of the following manuscript: Hui Xiao, Li Dong, Hao Xu, Shuibo Fu, Diqun Yan, Kangkang Song, and Chengbin Peng. "Semi-supervised Semantic Segmentation with Cross Teacher Training." Neurocomputing 508 (2022): 36-46.

  semantic-segmentationsemi-supervised-segmentation
  Language:Python 8

• likyoo / awesome-semi-supervised-segmentation

  An up-to-date & curated list of awesome semi-supervised segmentation papers, methods & resources.

  computer-visiondeep-learningmachine-learningsemantic-segmentationsemi-supervised-learningsemi-supervised-segmentation
  8

• parham / thermal-segmentor

  Drone-based Thermographic Defect Detection of Large Specimens using Self-Training Segmentation

  image-segmentationsemi-supervised-segmentationthermography
  Language:Python 6

• MoriLabNU / TriMix

  code for our ACCV2022 paper 'TriMix: A General Framework for Medical Image Segmentation from Limited Supervision'.

  scribble-supervised-segmentationsemi-supervised-segmentation
  Language:Python 3

• ZhenZHAO / CommentsHub-SemiSeg

  Personal Summary on Semi-supervised Semantic Segmentation

  semantic-segmentationsemi-supervised-learningsemi-supervised-segmentation
  1

• vartikatrao / Retinal_cyst_segmentation_SSL

  Using Semi Supervised Learning for Retinal Cyst Segmentation

  semi-supervised-learningsemi-supervised-segmentationsslretinal-cyst-segmentation
  Language:HTML