An Novel Deep Learning Model For Detection Of Agricultural Pests And Plant Leaf Diseases
Monica Uttarwar, Girija Chetty, Mohammad Yamin, Matthew White
Abstract
In this paper a novel deep learning model for detection of plant leaf disease and agricultural pests. The proposed integreated hybrid model development based on EfficientNetB0 deep learning architecture allows model deployment in low resource settings with limited training data, allowing new and rare plant diseases and agricultural pests to be detected accurately.
Topics & Concepts
AgricultureComputer scienceDeep learningArtificial intelligenceAgricultural engineeringBiologyEngineeringEcologySmart Agriculture and AI