DOIONLINE

DOIONLINE NO - IJAECS-IRAJ-DOIONLINE-20030

Publish In
International Journal of Advances in Electronics and Computer Science-IJAECS
Journal Home
Volume Issue
Issue
Volume-10,Issue-7  ( Jul, 2023 )
Paper Title
Integrating Multiple UDA Methods for Effective Transfer Learning in Rad Scene Semantic Segmentation
Author Name
Chiao-Wen Kao, Hao-Wei Ling, Kuo-Chin Fan
Affilition
Department of Computer and Communication Engineering, Ming Chuan University, Taoyuan, Taiwan Department of Computer Science and Information Engineering, National Central University, Taoyuan, Taiwan
Pages
49-53
Abstract
This paper presents a transfer learning-based approach to address challenges in deep learning, such as the cost of labeling and performance loss due to domain differences. The proposed architecture, incorporating multiple UDA methods, demonstrates promising results in various experiments, highlighting the potential for practical applications. Keywords - UDA, Style Transfer, Road Scene Semantic Segmentation.
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