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yolov26_3d/docs/en/reference/models/sam/modules/transformer.md
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Explore the TwoWayTransformer module in Ultralytics, designed for simultaneous attention to image and query points. Ideal for object detection and segmentation tasks. Ultralytics, TwoWayTransformer, module, deep learning, transformer, object detection, image segmentation, attention mechanism, neural networks

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

!!! success "Improvements"

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

::: ultralytics.models.sam.modules.transformer.TwoWayTransformer





::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock





::: ultralytics.models.sam.modules.transformer.Attention