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Using MASA with SAM, you can track and segment any object.
MASA works with any detector. Here are the fast open-vocabulary tracking examples with Yolo-World-X.
@article{masa,
author = {Li, Siyuan and Ke, Lei and Danelljan, Martin and Piccinelli, Luigi and Segu, Mattia and Van Gool, Luc and Yu, Fisher},
title = {Matching Anything By Segmenting Anything},
journal = {CVPR},
year = {2024},
}