LIID

Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation

Stars

40

Forks

8

Language

Python

Last Updated

Dec 20, 2023

Similar Repos
Repo Language Stars Description Updated At
Python 3 weakly supervised medical image segmentation Sep 15, 2022
None 15 Exploring High-Quality Pseudo Masks for Weakly Supervised Instance Segmentation Oct 13, 2022
Python 14 Exploring CNN and ViT for Weakly-Supervised Medical Image Segmentation May 08, 2023
Python 9 The code of WEAKLY SUPERVISED NUCLEI SEGMENTATION VIA INSTANCE LEARNING Mar 07, 2023
Python 153 The code for "Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution" and "Box-supervised Instance Segmentation with … Apr 19, 2023
Python 24 [CVPR 2022] Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and … Aug 08, 2022
None 3 Weakly Supervised Robotic Surgery Segmentation May 08, 2023
Python 60 [CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation Mar 09, 2023
None 107 Awesome weakly-supervised image semantic segmentation；scribble supervision，bounding box supervision, point supervision, image-level class supervision Jul 04, 2023
C++ 27 Weakly-supervised semantic image segmentation with CNNs using point supervision Sep 14, 2022
None 86 Recent weakly supervised semantic segmentation paper Apr 18, 2023
Python 16 Weakly-supervised action segmentation in video Apr 12, 2023
Python 83 Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024 Sep 24, 2022
Python 19 Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation Aug 05, 2022
Python 75 CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation (CVPR 2022) Nov 23, 2022
Python 78 Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation Apr 20, 2023
Jupyter Notebook 7 weakly supervised learning for image registration Apr 07, 2021
Python 11 Code and dataset for TACL 19: Weakly Supervised Domain Detection. Apr 18, 2023
Python 84 [CVPR 2023] Token Contrast for Weakly-Supervised Semantic Segmentation May 09, 2023
None 5 Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Jan 18, 2022
Python 21 Joint learning of saliency detection and weakly supervised semantic segmentation Apr 21, 2022
Python 354 A toolbox for box-supervised instance segmentation. Apr 24, 2023
Python 477 Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral) Apr 30, 2023
None 51 Awesome box-supervised instance segmentation papers. Apr 24, 2023
Python 54 WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Apr 25, 2023
None 14 GraphNet: Learning Image Pseudo Annotations for Weakly-Supervised Semantic Segmentation, in ACM MM 2018 (oral) Nov 04, 2022
Python 5 Learning pseudo labels for semi-and-weakly supervised semantic segmentation, Pattern Recognition Apr 12, 2023
Python 98 The pytorch implementation of self-supervised scale equivariant network for weakly supervised semantic segmentation. Dec 12, 2022
None 9 [CVPR2023] The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Apr 13, 2023
Python 66 Learning Saliency Propagation for Semi-supervised Instance Segmentation May 15, 2023
Python 3 Multiclass Segmentation using UNET on Crowd Instance-level Human Parsing (CHIP) dataset Apr 20, 2023
Python 79 Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for … Aug 25, 2022
Python 10 Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization" Mar 24, 2023
Python 257 PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization … Apr 21, 2023
Python 21 ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation. Jul 05, 2022
Jupyter Notebook 21 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis May 07, 2022
Python 24 [IJCAI 2021 & IJCV 2022] Learning Visual Words for Weakly-Supervised Semantic Segmentation Jul 21, 2022
Python 10 TensorFlow re-implementation of SQN for weakly supervised segmentation on point clouds. Apr 27, 2023
Python 2 dataset augmentation for image segmentation Mar 08, 2023
Jupyter Notebook 10 Codes for: D-MIL: Discrepant multiple instance learning for weakly supervised object detection Mar 08, 2023
Lua 62 Code for C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection Sep 25, 2022
Python 66 🚀 Code for SLRNet: Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Apr 29, 2023
Python 60 [CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Jul 08, 2022
Python 57 [CVPR20] Weakly supervised discriminative learning with state information for person identification Jun 04, 2022
Python 16 The official implementation of the paper "Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via … Apr 23, 2023
Python 65 Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection". Jul 22, 2022
Python 16 support Large Vocabulary Instance Segmentation (LVIS) dataset for mmdetection Apr 11, 2022
Python 21 [MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection. Apr 18, 2023
Python 69 Exploring CNN and ViT for Semi-Supervised Medical Image Segmentation Feb 05, 2024
Jupyter Notebook 9 MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images Jun 20, 2022