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ultralytics/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

!!! Note

This file is available at [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). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/transformer.py) 🛠️. Thank you 🙏!

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




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




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