Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Labeling tool with SAM(segment anything model),supports SAM, SAM2, sam-hq, MobileSAM EdgeSAM etc.交互式半自动图像标注工具

[ICCV 2023] Tracking Anything with Decoupled Video Segmentation

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

A contrastive learning based semi-supervised segmentation network for medical image segmentation

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

Mask-Free Video Instance Segmentation [CVPR 2023]

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

[CVPR 2017] Video motion segmentation and tracking

Code release for "UniVS: Unified and Universal Video Segmentation with Prompts as Queries" (CVPR2024)

Offical Code of MICCAI'24 early accepted paper "LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos"

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

Modified implementation for DVSNet based on Tensorflow