A New Method of Image Classification Based on Domain Adaptation

Deep neural networks can learn powerful representations from massive amounts of labeled data; however, their performance is unsatisfactory in the case of large samples and small labels. Transfer learning can bridge between a source domain with rich sample data and a target domain with only a few or...

Full description

Bibliographic Details
Main Authors: Fangwen Zhao, Weifeng Liu, Chenglin Wen
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/4/1315