학술논문

An Novel Deep Learning Model For Detection Of Agricultural Pests And Plant Leaf Diseases
Document Type
Conference
Source
2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) Computer Science and Data Engineering (CSDE), 2023 IEEE Asia-Pacific Conference on. :1-6 Dec, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Power, Energy and Industry Applications
Robotics and Control Systems
Transportation
Deep learning
Computer science
Plant diseases
Plants (biology)
Computational modeling
Training data
Data engineering
deep learning
plant leaf diseases
agricultural pests
Language
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.