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efficientsam3
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efficientsam3

EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept segmentation and tracking.

by SimonZeng7108 · GitHub
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artificial-intelligencecomputer-visionedge-aiJupyter Notebook
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In plain words

Create lightweight models for tracking and segmenting objects in videos.

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2026-07-202026-08-31
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📄 About

EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept segmentation and tracking.

efficientsam3 has 633 stars on GitHub. It has been forked 49 times. efficientsam3 is written mainly in Jupyter Notebook. It has been in active development since 2025. Its main topics are artificial-intelligence, computer-vision, edge-ai, efficient-ai.

Frequently asked questions

What is efficientsam3?

EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept segmentation and tracking.

Is efficientsam3 open source?

efficientsam3 is an open-source project.

Is efficientsam3 free?

Yes. efficientsam3 is free and open source — you can use, modify and self-host it.

What language is efficientsam3 written in?

efficientsam3 is written mainly in Jupyter Notebook.

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