interactive-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.

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

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

高效交互式语义分割标注软件EISeg 『Efficient and intelligent interactive segmentation annotation software』

SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)

A tool for efficient semi-supervised video object segmentation (great results with minimal manual labor) and a dataset for benchmarking

A code base for interactive segmentation

[ICLR 2024] AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

[ICRA 2025] Interactive4D: Interactive 4D LiDAR Segmentation

Deep Interactive Thin Object Selection

[CVPR 2021] MiVOS - Scribble to Mask module

OHIF DICOM Web viewer with server-side AI integration, supporting SAM2, nninteractive, medSAM2, SAM3, VoxTell, and VLMs to enable advanced medical image analysis.

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

napari plugin for annotation using Segment Anything (SAM) for instance segmentation and dataset creation

iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)

[NeurIPS 2024] RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation

Segment Anything for Medical Imaging

[TMM] PyTorch implementation of the paper "Region-Aware Portrait Retouching with Sparse Interactive Guidance“ published in IEEE Transactions on Multimedia

Code for paper "A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems"