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dongshenhan authored Dec 20, 2023
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# Faster Segment Anything (MobileSAM) and Everything (MobileSAMv2)
:pushpin: MobileSAMv2, available at [ResearchGate](https://www.researchgate.net/publication/376579294_MobileSAMv2_Faster_Segment_Anything_to_Everything) and [arXiv](https://arxiv.org/abs/2312.09579.pdf), replaces the grid-search prompt sampling in SAM with object-aware prompt sampling for faster **segment everything(SegEvery)**.

:pushpin: MobileSAM, available at [ResearchGate](https://www.researchgate.net/publication/371851844_Faster_Segment_Anything_Towards_Lightweight_SAM_for_Mobile_Applications) and [arXiv](https://arxiv.org/pdf/2306.14289.pdf), replaces the heavyweight image encoder in SAM with a lightweight image encoder for faster **segment anything(SegAny)**.

:pushpin: MobileSAMv2, available at [ResearchGate](https://www.researchgate.net/publication/376579294_MobileSAMv2_Faster_Segment_Anything_to_Everything) and [arXiv](https://arxiv.org/abs/2312.09579.pdf), replaces the grid-search prompt sampling in SAM with object-aware prompt sampling for faster **segment everything(SegEvery)**.

**Support for ONNX model export**. Feel free to test it on your devices and share your results with us.

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