video-segmentation

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.

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

[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]

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

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

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

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

Pytorch Implementation of "SMITE: Segment Me In TimE" (ICLR 2025)

[CVPR 2017] Video motion segmentation and tracking

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