metadata
description: >-
Explore the TwoWayTransformer module in Ultralytics, designed for simultaneous
attention to image and query points. Ideal for object detection and
segmentation tasks.
keywords: >-
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 🙏!