Deep transfer modeling for classification of Maize Plant Leaf Disease

• Published in: Multimedia tools and applications Vol. 81; no. 5; pp. 6051 - 6067
• Main Authors: Singh, Rajeev Kumar, Tiwari, Akhilesh, Gupta, Rajendra Kumar
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.02.2022; Springer Nature B.V
• Subjects: Classification; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Deep learning; Economic impact; Feature extraction; Image analysis; Image classification; Iterative methods; Machine learning; Medical imaging; Multimedia Information Systems; Plant diseases; Special Purpose and Application-Based Systems; Deep learning; Convolution layer; Feature extraction; Max pooling; Maize Plant Disease identification

Currently, Deep Learning is playing an influential role for Image analysis and object classification. Maize’s diseases reduce production that subsequently becomes prominent factor for the economic losses in the agricultural industry worldwide. Previously, researchers have used hand-crafted-features...