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LOMM

Official code for Latest Object Memory Management for Temporally Consistent Video Instance Segmentation

Install / Use

/learn @Seung-Hun-Lee/LOMM
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

LOMM (ICCV 2025)

Latest Object Memory Management for Temporally Consistent Video Instance Segmentation Paper | Project

<img src="https://github.com/Seung-Hun-Lee/LOMM/blob/main/assets/LOMM_ICCV_2025.png" width="800"/> </div>

News

  • We release our code with trained models 2025.09.17
  • Our paper has also been accepted to MemVis: The 1st Workshop on Memory and Vision at ICCV 2025 2025.08.30

Data preparation & Installation

See Datasets & Installation

Getting Started

See Getting Started with LOMM

Model Zoo

We provide our trained models here

Citation

@article{lee2025latest,
  title={Latest Object Memory Management for Temporally Consistent Video Instance Segmentation},
  author={Lee, Seunghun and Seo, Jiwan and Choi, Minwoo and Han, Kiljoon and Jeong, Jaehoon and Durante, Zane and Adeli, Ehsan and Park, Sang Hyun and Im, Sunghoon},
  journal={arXiv preprint arXiv:2507.19754},
  year={2025}
}

Related Skills

View on GitHub
GitHub Stars30
CategoryContent
Updated1d ago
Forks1

Languages

Python

Security Score

75/100

Audited on Apr 2, 2026

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