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Deep Learning in Precision Phytopathology: A Comprehensive Survey of CNN Architectures for Disease Detection and Severity Quantification

2026-04-01

Abstract excerpt

<title>Abstract</title> <p>Plant diseases are a major threat to the global agricultural productivity causing considerable yield losses and economic damage. Recent developments in Artificial Intelligence (AI) and specifically in Deep Learning has led to a revolution in the diagnosis of plant diseases with automated and scalable analysis of the crop images. This review offers an extensive synthesis of Convolution N...

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Literature Corpus work: e9bc6878-6abe-56b1-aa57-fc84bd1c19b5
DOI: 10.21203/rs.3.rs-9057771/v1

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