Wheat Leaf Disease Detection: A Lightweight Approach with Shallow CNN Based Feature Refinement

O Jouini, MOE Aoueileyine, K Sethom, A Yazidi - AgriEngineering, 2024 - mdpi.com
Improving agricultural productivity is essential due to rapid population growth, making early
detection of crop diseases crucial. Although deep learning shows promise in smart …

GamaNNet: A Novel Plant Pathologist-Level CNN Architecture for Intelligent Diagnosis.

M Oliveira, A Teixeira, G Barreto, C Lima - AgriEngineering, 2024 - search.ebscohost.com
Plant pathologies significantly jeopardise global food security, necessitating the
development of prompt and precise diagnostic methods. This study employs advanced deep …

[HTML][HTML] Rapid Authentication of Intact Stingless Bee Honey (SBH) by Portable LED-Based Fluorescence Spectroscopy and Chemometrics

D Suhandy, DF Al Riza, M Yulia, K Kusumiyati… - Foods, 2024 - mdpi.com
Indonesian stingless bee honey (SBH) of Geniotrigona thoracica is popular and traded at an
expensive price. Brown rice syrup (RS) is frequently used as a cheap adulterant for an …

Pattern Classification of an Onion Crop (Allium Cepa) Field Using Convolutional Neural Network Models

MJ López-Martínez, G Díaz-Flórez… - Agronomy, 2024 - mdpi.com
Agriculture is an area that currently benefits from the use of new technologies and
techniques, such as artificial intelligence, to improve production in crop fields. Zacatecas is …

Performance of Neural Networks in the Prediction of Nitrogen Nutrition in Strawberry Plants

JR Regazzo, TL Silva, MS Tavares, EJS Sardinha… - AgriEngineering, 2024 - mdpi.com
Among the technological tools used in precision agriculture, the convolutional neural
network (CNN) has shown promise in determining the nutritional status of plants, reducing …

Deep Learning: An In-Depth Study of Algorithms and Application Areas

N Agnihotri, K Hole - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Deep learning, an innovative paradigm within artificial intelligence, brings about significant
transformations across diverse sectors, ranging from healthcare to autonomous systems …