Zero-Shot Image Classification Based on a Learnable Deep Metric

Zero-Shot Image Classification Based on a Learnable Deep Metric

The supervised model based on deep learning has made great achievements in the field of image classification after training with a large number of labeled samples. However, there are many categories without or only with a few labeled training samples in practice, and some categories even have no tra...

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Bibliographic Details
Main Authors: Jingyi Liu, Caijuan Shi, Dongjing Tu, Ze Shi, Yazhi Liu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
zero-shot learning
deep metric
common space embedding
relation network
image classification
deep learning
Online Access:https://www.mdpi.com/1424-8220/21/9/3241

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https://www.mdpi.com/1424-8220/21/9/3241

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