Putting the Object Back into Video Object Segmentation
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Cutie is a video object segmentation framework – a follow-up work of XMem with better consistency, robustness, and speed. This repository contains code for standard video object segmentation and a GUI tool for interactive video segmentation. The GUI tool additionally contains the “permanent memory” (from XMem++) option for better controllability.
Citation
@inproceedings{cheng2023putting,
title={Putting the Object Back into Video Object Segmentation},
author={Cheng, Ho Kei and Oh, Seoung Wug and Price, Brian and Lee, Joon-Young and Schwing, Alexander},
booktitle={arXiv},
year={2023}
}
References
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The GUI tools uses RITM for interactive image segmentation. This repository also contains a redistribution of their code in
gui/ritm. That part of code follows RITM’s license. -
For automatic video segmentation/integration with external detectors, see DEVA.
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The interactive demo is developed upon IVS, MiVOS, and XMem.
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We used ProPainter in our video inpainting demo.