IEEE

Cotton Plant Disease Detection: A Deep Learning Approach

Abstract: Cotton plays a crucial role in the global economy and is a primary raw material for the textile sector. Despite its importance, cotton crops are prone to various diseases that can severely ...
IEEE

Hybrid CNN-Swin Framework for Detection and Classification of Potato Leaf Diseases

Abstract: Timely and accurate identification of plant diseases is essential for sustainable agricultural practices and food security. This study presents a deep learning-based diagnostic framework ...
IEEE

Hybrid Deep Learning-Based Plant Disease Detection Using MABC-CNN for Smart Farming

Abstract: Accurate early diagnosis of plant diseases must be ensured for proper agricultural output and minimizing losses economically. Hybrid optimization using deep learning is utilized by the ...
IEEE

An Autonomous Drone For Plant Disease Surveillance Using CNN Model

Abstract: Global food security is still threatened by crop diseases that cause reductions in so if n yield as well as excessive financial cost to the farmer. In practice, traditional field inspections ...
IEEE

Plant Disease Detection Based on Machine Learning Algorithms

Abstract: The presence of plant diseases creates major difficulties for agricultural production that causes significant monetary damage while threatening food availability to populations. Machine ...
IEEE

Plants Disease Classification using Deep Learning

Abstract: Early detection of plant disease is useful in reducing its rapid spread; however similar visual appearances of different plant diseases make it a challenging problem. In the proposed ...
IEEE

Plant Disease Detection System Using Convolutional Neural Networks: a Comprehensive Approach With Real-Time Deployment

Abstract: Early detection of plant diseases is vital for enhancing agricultural output and ensuring global food security. This paper introduces a robust and scalable Plant Disease Detection System ...
IEEE

Deep Learning-Based Detection and Classification of Tea Leaf Diseases Using CNN Models

Abstract: In a country like India, where agriculture provides for both nationwide consumption and merchandise exports, plant disease is one of the most significant factors that might impact crop ...
GitHub

Plant Disease Detection using Deep Learning

This project uses deep learning to automatically detect plant diseases from leaf images. The model leverages Convolutional Neural Networks (CNNs) and Transfer Learning (MobileNetV2) for accurate and ...