LeafNST: an improved data augmentation method for classification of plant disease using object-based neural style transfer

Abstract Plant diseases significantly threaten global agriculture, impacting crop yield and food security. Nearly 30% of the crop yield is lost due to plant diseases. Efficient identification and classification of plant diseases through computer vision techniques have become imperative for timely in...

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Bibliographic Details
Main Authors: Om Khare, Sunil Mane, Harshmohan Kulkarni, Ninad Barve
Format: Article
Language:English
Published: Springer 2024-07-01
Series:Discover Artificial Intelligence
Subjects:
Online Access:https://doi.org/10.1007/s44163-024-00150-3