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EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM

EdgeSAM is an accelerated variant of the Segment Anything Model (SAM) optimized for efficient execution on edge devices with minimal compromise in performance.

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Cite this as

Chong Zhou, Xiangtai Li, Chen Change Loy, Bo Dai (2024). Dataset: EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM. https://doi.org/10.57702/yakn05oe

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Additional Info

Field	Value
Created	December 3, 2024
Last update	December 3, 2024
Defined In	https://doi.org/10.48550/arXiv.2312.06660
Author	Chong Zhou
More Authors	Xiangtai Li Chen Change Loy Bo Dai
Homepage	https://mmlab-ntu.github.io/project/edgesam/