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.

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

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

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

[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

[ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image

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

Getting to 99% Accuracy in Interactive Segmentation and Interactive Training and Architecture for Deep Object Selection

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

Deep Interactive Thin Object Selection

[CVPR 2021] MiVOS - Scribble to Mask module

[ICRA 2025] Interactive4D: Interactive 4D LiDAR Segmentation

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

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

A collection of AWESOME things about interactive segmentation.