weakly-supervised-segmentation 开源项目推荐（75 个）

dmMaze /comic-text-detector

Manga&Comic text detection

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

Recent weakly supervised semantic segmentation paper

SysCV /MaskFreeVIS

Mask-Free Video Instance Segmentation [CVPR 2023]

HiLab-git /WSL4MIS

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

CVI-SZU /CCAM

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

shjo-april /PuzzleCAM

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

ouenal /scribblekitti

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

CVI-SZU /CLIMS

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

jbeomlee93 /AdvCAM

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

zxhuang1698 /interpretability-by-parts

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

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

QingyongHu /SQN

SQN in Tensorflow (ECCV'2022)

jbeomlee93 /BBAM

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

BWGZK /CycleMix

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

Luffy03 /AGMM-SASS

[TPAMI 2025|CVPR 2023] Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures

Kangningthu /ADELE

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

halbielee /EPS

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

jbeomlee93 /RIB

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

chenqi1126 /SIPE

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

Wu0409 /DuPL

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