SysCV/MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

Language: Python - Size: 10.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 350 - Forks: 24

PengtaoJiang/Awesome-Weakly-Supervised-Semantic-Segmentation-Papers

Recent weakly supervised semantic segmentation paper

Size: 66.4 KB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 318 - Forks: 22

dmMaze/comic-text-detector

Manga&Comic text detection

Language: Python - Size: 9.8 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 255 - Forks: 45

HiLab-git/WSL4MIS

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

Language: Python - Size: 231 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 222 - Forks: 34

CVI-SZU/CCAM

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

Language: Python - Size: 5.05 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 193 - Forks: 26

shjo-april/PuzzleCAM

[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.

Language: Python - Size: 16.6 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 164 - Forks: 44

ouenal/scribblekitti

Scribble-Supervised LiDAR Semantic Segmentation, CVPR 2022 (ORAL)

Language: Python - Size: 11.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 141 - Forks: 17

jbeomlee93/AdvCAM

Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation (CVPR 2021)

Language: Python - Size: 2.62 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 131 - Forks: 16

CVI-SZU/CLIMS

[CVPR 2022] CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Language: Python - Size: 41.5 MB - Last synced at: 13 days ago - Pushed at: 12 months ago - Stars: 130 - Forks: 12

zxhuang1698/interpretability-by-parts

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

Language: Python - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 127 - Forks: 27

wangleihitcs/Papers

读过的CV方向的一些论文，图像生成文字、弱监督分割等

Size: 201 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 126 - Forks: 20

QingyongHu/SQN

SQN in Tensorflow (ECCV'2022)

Language: Python - Size: 12.7 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 109 - Forks: 12

BWGZK/CycleMix

[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

Language: Python - Size: 104 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 94 - Forks: 16

jbeomlee93/BBAM

BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation (CVPR 2021)

Language: Python - Size: 8.87 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 93 - Forks: 9

halbielee/EPS

Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation", CVPR2021

Language: Python - Size: 17.9 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 86 - Forks: 13

jbeomlee93/RIB

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation (NeurIPS 2021)

Language: Python - Size: 4.66 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 81 - Forks: 6

LiWentomng/Box-supervised-instance-segmentation

Awesome box-supervised instance segmentation papers.

Size: 71.3 KB - Last synced at: about 18 hours ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 2

chenqi1126/SIPE

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

Language: Python - Size: 3.87 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 10

Luffy03/AGMM-SASS

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

Language: Python - Size: 173 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 74 - Forks: 11

LiWentomng/Point2Mask

The code for "Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport", ICCV2023

Language: Python - Size: 3.35 MB - Last synced at: about 18 hours ago - Pushed at: over 1 year ago - Stars: 68 - Forks: 6

Kangningthu/ADELE

Adaptive Early-Learning Correction for Segmentation from Noisy Annotations (CVPR 2022 Oral)

Language: Python - Size: 85.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 63 - Forks: 8

DesertsP/SLRNet

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

Language: Python - Size: 793 KB - Last synced at: 29 days ago - Pushed at: about 3 years ago - Stars: 63 - Forks: 2

JunLi-Galios/CDFL

Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)

Language: Python - Size: 81.1 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 7

chuchienshu/ultra-thin-PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

Language: Python - Size: 1.54 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 18

Wu0409/DuPL

[CVPR'24] DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation.

Language: Python - Size: 5.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 51 - Forks: 1

CircleRadon/APro

The code for "Label-efficient Segmentation via Affinity Propagation". [NeurIPS2023]

Language: Python - Size: 19.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 51 - Forks: 1

lyndonchan/wsss-analysis

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains (IJCV submission)

Language: Python - Size: 58.7 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 49 - Forks: 7

zwyang6/SeCo

[CVPR2024] Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation

Language: Python - Size: 5.94 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 47 - Forks: 0

Eli-YiLi/PMM

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

Language: Python - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 4

gaviotas/AMN

Official PyTorch implementation of "Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds", CVPR2022

Language: Python - Size: 4.46 MB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 38 - Forks: 2

xmed-lab/URN

AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation

Language: Python - Size: 2.94 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 4

xmed-lab/OEEM

MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images

Language: Jupyter Notebook - Size: 3.45 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 5

jchibane/Box2Mask

Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes

Language: Python - Size: 3.36 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 2

YonghaoXu/CRGNet

[IEEE TIP 2022] Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations

Language: Python - Size: 8.32 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 2

lizhaoliu-Lec/CPCM

This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).

Language: Python - Size: 5.86 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

cenkbircanoglu/isim

Implementation of ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation

Language: Python - Size: 41.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 3

peihan-miao/ResNet38-Semantic-Segmentation

Semantic Segmentation Network based on ResNet38

Language: Python - Size: 498 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 22 - Forks: 0

gaurav104/WSS-CMER

Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf

Language: Python - Size: 656 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 3

Eli-YiLi/WSSS_MMSeg

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

Language: Python - Size: 2.81 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 3

yutaroyamanaka/torch-seed-expand-constrain 📦

Pytorch reimplementation of "Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation."

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 3

Vious/LPG_BBox_Segmentation

Code for paper: Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation

Language: Python - Size: 71.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 1

RuoyuGuo/MaskGA_Net

Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation (MICCAI2021)

Language: Python - Size: 27.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 3

CVI-SZU/QA-CLIMS

[ACM MM 2023] QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Language: Python - Size: 9.21 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 12 - Forks: 0

IoBT-VISTEC/OCTAve

Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation (IEEE Transactions on Biomedical Engineering))

Language: Python - Size: 554 KB - Last synced at: 41 minutes ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

ucuapps/LIDChallenge2020-NoPeopleAllowed

A 3rd place solution for LID Challenge at CVPR 2020 on Weakly Supervised Semantic Segmentation

Language: Python - Size: 3.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 5

DCVL-WSSS/ClusterCAM

Language: Python - Size: 4.69 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 10 - Forks: 0

zwyang6/MoRe

[AAAI2025] MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation

Language: Python - Size: 10.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

deepplants/ViT-PCM

Official implementation of "Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation"

Language: Python - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

PointCloudYC/SQN_tensorflow

TensorFlow re-implementation of SQN for weakly supervised segmentation on point clouds.

Language: Python - Size: 338 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0

zwyang6/UniA

[TMM2025] Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation

Language: Python - Size: 1.96 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 7 - Forks: 0

shenyunhang/JTSM

Toward Joint Thing-and-Stuff Mining for Weakly Supervised Panoptic Segmentation

Language: Python - Size: 3.96 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 3

developfeng/BCM

Code of PyTorch implementation of 'Weakly Supervised Semantic Segmentation via Box-driven Masking and Filling Rate Shifting'

Language: Python - Size: 2.09 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1

shenyunhang/PDSL

Parallel Detection-and-Segmentation Learning for Weakly Supervised Instance Segmentation

Language: Python - Size: 4.67 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 4

med-air/GazeMedSeg

[MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations

Language: Python - Size: 9.32 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

yiping-wang/c2am

Causal Class Activation Map

Language: Jupyter Notebook - Size: 28.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

Supgb/STMAE

[FAIML 2024] A Spatiotemporal Mask Autoencoder for One-shot Video Object Segmentation

Language: Python - Size: 46.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

HustAlexander/MCWSS

Semantic Affinity-Aware Weakly Supervised Learning for Multi-Class Medical Image Segmentation with Slice-Level Labels

Language: Python - Size: 43 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

mikami520/AutoSeg4SinonasalCT

A Label-Efficient Framework for Automated Sinonasal CT Segmentation in Image-Guided Surgery

Language: Python - Size: 2.92 GB - Last synced at: about 18 hours ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

zwyang6/DiCLIP

[UnderReview] DiCLIP: Diffusion Model Enhances CLIP’s Dense Knowledge for Weakly Supervised Semantic Segmentation

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

adigasu/Dynamic_subspace_learners

A novel dynamic learning strategy that overcomes the empirical search of an optimal number of subspace learners in multiple metric learners.

Language: Python - Size: 903 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

botaoye/SEC

Reproduction of SEC "Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation." Based on Detectron2

Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

bennylao/cv-cam-based-img-segmentation

Weakly-Supervised Image Segmentation Based on Class Activation Map and SLIC Superpixels

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

Big-Brother-Pikachu/Text2Mask

Official PyTorch implementation for "From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models" (Neurocomputing)

Language: Python - Size: 2.3 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Baconbuilder/Scribble_WILSON

Implementation of "Weakly Incremental Learning for Semantic Segmentation with Scribble Annotations"

Language: Python - Size: 43.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0