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add a more detailed description of SAM 2 in README.md
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README.md

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## Latest updates -- SAM 2: Segment Anything in Images and Videos
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Please check out our new release on **Segment Anything Model 2 (SAM 2)**.
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Please check out our new release on [**Segment Anything Model 2 (SAM 2)**](https://github.com/facebookresearch/segment-anything-2).
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* SAM 2 paper: https://arxiv.org/abs/2408.00714
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* SAM 2 code: https://github.com/facebookresearch/segment-anything-2
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* SAM 2 demo: https://sam2.metademolab.com/
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* SAM 2 paper: https://arxiv.org/abs/2408.00714
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![SAM 2 architecture](https://github.com/facebookresearch/segment-anything-2/blob/main/assets/model_diagram.png?raw=true)
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