S-Swin Transformer: simplified Swin Transformer model for offline handwritten Chinese character recognition

The Transformer shows good prospects in computer vision. However, the Swin Transformer model has the disadvantage of a large number of parameters and high computational effort. To effectively solve these problems of the model, a simplified Swin Transformer (S-Swin Transformer) model was proposed in...

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Bibliographic Details
Main Authors: Yongping Dan, Zongnan Zhu, Weishou Jin, Zhuo Li
Format: Article
Language:English
Published: PeerJ Inc. 2022-09-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1093.pdf