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ultralytics/docs/en/reference/models/sam/modules/blocks.md
Glenn Jocher 3637f509dd
ultralytics 8.3.231 New Zensical docs refresh (#22761) 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
2025-11-23 19:53:50 +01:00

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Explore detailed documentation of various SAM and SAM 2 modules such as MaskDownSampler, CXBlock, and more, available in Ultralytics' repository. Ultralytics, SAM encoder, SAM 2 encoder, DropPath, MaskDownSampler, CXBlock, Fuser, TwoWayTransformer, TwoWayAttentionBlock, RoPEAttention, MultiScaleAttention, MultiScaleBlock. PositionEmbeddingSine, do_pool

Reference for ultralytics/models/sam/modules/blocks.py

!!! success "Improvements"

This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/blocks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/blocks.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

::: ultralytics.models.sam.modules.blocks.DropPath




::: ultralytics.models.sam.modules.blocks.MaskDownSampler




::: ultralytics.models.sam.modules.blocks.CXBlock




::: ultralytics.models.sam.modules.blocks.Fuser




::: ultralytics.models.sam.modules.blocks.SAM2TwoWayAttentionBlock




::: ultralytics.models.sam.modules.blocks.SAM2TwoWayTransformer




::: ultralytics.models.sam.modules.blocks.RoPEAttention




::: ultralytics.models.sam.modules.blocks.MultiScaleAttention




::: ultralytics.models.sam.modules.blocks.MultiScaleBlock




::: ultralytics.models.sam.modules.blocks.PositionEmbeddingSine




::: ultralytics.models.sam.modules.blocks.PositionEmbeddingRandom




::: ultralytics.models.sam.modules.blocks.Block




::: ultralytics.models.sam.modules.blocks.REAttention




::: ultralytics.models.sam.modules.blocks.PatchEmbed




::: ultralytics.models.sam.modules.blocks.do_pool