Few-Shot Image Classification: Current Status and Research Trends

Conventional image classification methods usually require a large number of training samples for the training model. However, in practical scenarios, the amount of available sample data is often insufficient, which easily leads to overfitting in network construction. Few-shot learning provides an ef...

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Bibliographic Details
Main Authors: Ying Liu, Hengchang Zhang, Weidong Zhang, Guojun Lu, Qi Tian, Nam Ling
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/11/1752