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

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 ...
IEEE

Multi-Organ Plant Disease Detection Using CNN and Machine Learning: A Root-to-Leaf Approaches

Abstract: Detecting crop diseases is critical but labor-intensive task in agriculture, often requiring expert knowledge and manual inspection. This paper describes an efficient technique for automated ...
IEEE

Commercial Plant Leaf Disease Detection in the Coastal and Malnad Regions of Karnataka using CNN, DenseNet121, and InceptionV3

Abstract: Leaf diseases pose a major threat to the productivity and quality of commercial crops in the coastal and Malnad regions, renowned for their diverse and high-value agricultural practices. In ...
IEEE

Plant Leaf Disease Detection Using CNN with Efficientnet-B0

Abstract: Plant diseases are a serious threat to agricultural productivity and food safety at global level. This paper employs deep learning techniques to present a smart solution for automatic ...
IEEE

Plant Species and Disease Detection using Deep Learning on Plant Images Captured in Realistic Natural Field Conditions

Abstract: This paper presents a robust and efficient deep learning-based approach for plant species disease identification using images captured in realistic, natural field conditions. With the rising ...
IEEE

AI-Powered Plant Disease Detection System Using CNN for Precision Agriculture -Geospatial Data

Abstract: Fast and accurate plant disease detection is essential for agricultural production and ecologically sustainable farming. The research paper defines GACN, a Geospatial data and AI-powered ...
IEEE

Plant Disease Detection and Classification using Convolutional Neural Network

Abstract: In this work designs and implements an intelligent AI-powered plant disease detection and classification system through Convolutional Neural Network. This study builds on a key limitation in ...