ZS-DML: Zero-Shot Deep Metric Learning approach for plant leaf disease classification

Automatic plant disease detection plays an important role in food security. Deep learning methods are able to detect precisely various types of plant diseases but at the expense of using huge amounts of resources (processors and data). Therefore, employing few-shot or zero-shot learning methods is u...

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Veröffentlicht in:	Multimedia tools and applications 2024-05, Vol.83 (18), p.54147-54164
Hauptverfasser:	Zabihzadeh, Davood, Masoudifar, Mina
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computer Communication Networks Computer Science Data Structures and Information Theory Deep learning Medical imaging Multimedia Information Systems Plant diseases Special Purpose and Application-Based Systems Zero-shot learning
Online-Zugang:	Volltext
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