kyegomez / VisionMamba

Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model" It's 2.8x faster than DeiT and saves 86.8% GPU memory when performing batch inference to extract features on high-res images

Date Created 2024-01-21 (10 months ago)

Commits 31 (last one 6 months ago)

Stargazers 396 (5 this week)

Watchers 6 (0 this week)

Forks 19

License mit

Ranking

RepositoryStats indexes 584,353 repositories, of these kyegomez/VisionMamba is ranked #107,746 (82nd percentile) for total stargazers, and #297,856 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #18,058/116,326.

kyegomez/VisionMamba is also tagged with popular topics, for these it's ranked: machine-learning (#2,310/7926), pytorch (#1,599/5948), ai (#1,029/3879)

Other Information

kyegomez/VisionMamba has 3 open pull requests on Github, 4 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 9 open issues and 9 closed issues.

Homepage URL: https://discord.gg/GYbXvDGevY

All Topics

ai ssm mamba pytorch machine-learning recurrent-neural-network

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31 commits on the default branch (main) since jan '22

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updated: 2024-11-20 @ 03:30pm, id: 746407045 / R_kgDOLH1EhQ