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ultralytics/docs/en/reference/models/sam/sam3/model_misc.md
Paula Derrenger 532459b59c
Minor docs improvements (#22934) 
Signed-off-by: Paula Derrenger <107626595+pderrenger@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Ultralytics Assistant <135830346+UltralyticsAssistant@users.noreply.github.com>
2025-12-12 18:18:41 +01:00

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description keywords
Explore the ultralytics.models.sam.sam3.model_misc module with helper layers and utilities used in SAM3 model components. Ultralytics, SAM3, SAM, transformer, layers, utilities, deep learning, Python

Reference for ultralytics/models/sam/sam3/model_misc.py

!!! success "Improvements"

This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/sam3/model_misc.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/sam3/model_misc.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

::: ultralytics.models.sam.sam3.model_misc.DotProductScoring




::: ultralytics.models.sam.sam3.model_misc.LayerScale




::: ultralytics.models.sam.sam3.model_misc.TransformerWrapper




::: ultralytics.models.sam.sam3.model_misc.get_valid_ratio




::: ultralytics.models.sam.sam3.model_misc.gen_sineembed_for_position