metadata
description: >-
Explore the MaskDecoder and MLP modules in Ultralytics for efficient mask
prediction using transformer architecture. Detailed attributes,
functionalities, and implementation.
keywords: >-
Ultralytics, MaskDecoder, MLP, machine learning, transformer architecture,
mask prediction, neural networks, PyTorch modules
Reference for ultralytics/models/sam/modules/decoders.py
!!! Note
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.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/decoders.py) 🛠️. Thank you 🙏!