Drones, DNA, and weather: A phase-oriented hybrid engine predicts sugar beet disease

A fungus that can wipe out up to 50% of a sugar beet crop may soon meet its match in a new generation of smart disease ...
IEEE

Design and Implementation of Regional Identification Algorithm for Highway Pavement Diseases Based on UAV Vision and CNN

With the continuous expansion of highway networks in recent years, the monitoring and repair of road diseases have become one of the important tasks in traffic management. Traditional manual ...
IEEE

Rice Leaf Disease Detection Using YOLOv8 Algorithm

Abstract: Utilizing state-of-the-art deep learning techniques for intelligent farming is the aim of the YOLOv8 Algorithm. The rapid advancement of AI technologies has made precision farming essential ...
IEEE

Intelligent Plant Disease Detection: A Multi-CNN Model-Based Approach

Abstract: Early detection of plant leaf diseases is essential for agricultural productivity and food security. Traditional methods are manual, time consuming, and knowledge dependent. In this paper, ...
IEEE

Multi-Crop Plant Disease Detection using PlantDoc

We present a deep-learning approach for detecting diseases across multiple crop types using the PlantDoc dataset. Our method combines a classification network and an object detection network to ...
IEEE

Plant Leaf Disease Detection and Crop Yield Improvement Using a Hybrid Machine Learning Framework

Abstract: Plant diseases seriously affect worldwide crop output, threatening food security and agricultural sustainability. This study solves these issues by introducing a hybrid machine learning ...
IEEE

Solanum Lycopersicum Leaf Disease Prediction Using CNN Algorithm with MATLAB – Hybrid CNNAM Technique

Abstract: The Solanum Lycopersicum is among the most extensively cultivated crops and high commercial value in worldwide area. The hybrid Convolutional Neural Networks algorithm in the MATLAB ...
IEEE

Detecting Diseases in Papaya Plant Leaves using Vision Transformers Algorithm

Abstract: There has been increasing concern about the phenomenon of leaf plant diseases over the last few years. Causes for the prevalence of the leaf plant diseases include climate changes and virus ...