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

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

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 ...
IEEE

Smart Disease Severity Detection System using YOLO and CNN for Plant Health Monitoring

Abstract: Agriculture plays an importance role in feeding the global population; thus, timely and accurate plant diseases diagnosis is crucial to yield protection. This research implements a hybrid ...