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.

Data and Resources

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

DOI retrieved: December 16, 2024

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