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