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  # Hiera Encoder from Meta's SAM2.1 (Segment Anything Model)
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  Meta's [SAM2 (Segment Anything Model v2)](https://github.com/facebookresearch/sam2) demonstrates state-of-the-art video segmentation capabilities. A core component enabling this is the **Hiera** module, which, through supervised training on object segmentation, has learned a strong understanding of hierarchical visual features.
 
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+ ---
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+ license: apache-2.0
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+ tags:
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+ - vision
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+ - image-segmentation
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+ - hierarchical
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+ - encoder
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+ - sam2
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+ - meta
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+ - pytorch
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+ - huggingface-compatible
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+ ---
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  # Hiera Encoder from Meta's SAM2.1 (Segment Anything Model)
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  Meta's [SAM2 (Segment Anything Model v2)](https://github.com/facebookresearch/sam2) demonstrates state-of-the-art video segmentation capabilities. A core component enabling this is the **Hiera** module, which, through supervised training on object segmentation, has learned a strong understanding of hierarchical visual features.