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MobileInst: Video Instance Segmentation on the Mobile

Video instance segmentation on mobile devices is an impor- tant yet very challenging edge AI problem. It mainly suffers from (1) heavy computation and memory costs for frame- by-frame pixel-level instance perception and (2) complicated heuristics for tracking objects.

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Cite this as

Renhong Zhang, Tianheng Cheng, Shusheng Yang, Haoyi Jiang, Shuai Zhang, Jiancheng Lyu, Xin Li, Xiaowen Ying, Dashan Gao, Wenyu Liu, Xinggang Wang (2024). Dataset: MobileInst: Video Instance Segmentation on the Mobile. https://doi.org/10.57702/kg4ewta5

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Additional Info

Field	Value
Created	December 16, 2024
Last update	December 16, 2024
Author	Renhong Zhang
More Authors	Tianheng Cheng Shusheng Yang Haoyi Jiang Shuai Zhang Jiancheng Lyu Xin Li Xiaowen Ying Dashan Gao Wenyu Liu Xinggang Wang