top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Object segmentation using transformers and multilayer perceptron

Object segmentation using transformers and multilayer perceptron


SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers



... segmentation framework which unifies Transformers with lightweight multilayer perception (MLP) decoders.

... comprises a novel hierarchically structured Transformer encoder which outputs multiscale features.

... MLP decoder aggregates information from different layers, and thus combining both local attention and global attention to render powerful representations.

... We scale our approach up to obtain a series of models from SegFormer-B0 to SegFormer-B5, reaching significantly better performance and efficiency than previous counterparts. ...


Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website


26 views0 comments

Comments


ClickBank paid link

bottom of page