Prediction of Plant Leaf Diseases using Drone and Image Processing Techniques

N Bharathiraja, K Pradeepa, IJ Sheela… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
In Asia, there are many countries where paddy serves as the primary agricultural product.
Diseases on paddy plants have the potential to reduce paddy production and damage its …

Different Disease Detection of Paddy Crops using Drones-A Survey

R Subhashini - 2023 4th International Conference on Smart …, 2023 - ieeexplore.ieee.org
One of the major fundamental and significant activity in farming represents the detection of
plant diseases. On the other side, a plant disease is described as a disruption of a plant or a …

Early rice disease detection and position mapping system using drone and IoT architecture

N Kitpo, M Inoue - 2018 12th South East Asian Technical …, 2018 - ieeexplore.ieee.org
Rice is the main agricultural produce in many Asian countries. However, the occurrence of
diseases on rice plants could degrade the quality and decrease the quantity of rice …

Drones in plant disease assessment, efficient monitoring, and detection: a way forward to smart agriculture

A Abbas, Z Zhang, H Zheng, MM Alami, AF Alrefaei… - Agronomy, 2023 - mdpi.com
Plant diseases are one of the major threats to global food production. Efficient monitoring
and detection of plant pathogens are instrumental in restricting and effectively managing the …

Drone for Agriculture: A way forward

SMA Husain, SY Ahmad, A Aziz… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Drones, also known as unmanned aerial vehicles (UAVs), are most commonly associated
with military, industrial, and other specialised operations. However, with recent …

Drone-Assisted Plant Disease Identification Using Artificial Intelligence: A Critical Review

H Slimani, J El Mhamdi, A Jilbab - International Journal of …, 2023 - journals.uob.edu.bh
Artificial intelligence has been incorporated into modern agriculture to increase agricultural
output and resource efficiency. Utilizing deep learning, particularly convolutional neural …

Real time implementation of convolutional neural network to detect plant diseases using internet of things

G Bajpai, A Gupta, N Chauhan - VLSI Design and Test: 23rd International …, 2019 - Springer
In this paper, we have described the real time implementation of machine learning on
identification of plant disease. This is done by using the concept of transfer learning with …

Intelligent drone-based iot technology for smart agriculture system

MA Al-Shareeda, S Manickam… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Drones and the Internet of Things (IoT) are two emerging technologies used in agriculture
fields, which replace traditional farming practices with a modern era of rigorous cultivation. In …

A technical survey on deep learning and AI solutions for plant quality and health indicators monitoring in agriculture

K Sornalakshmi, G Sujatha, S Sindhu… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
The crop production and quality face many challenges due to the loss caused by plant
diseases and destruction due to pests. The traditional method of manual monitoring is not an …

AI and Fuzzy Logic Based Image Processing Camera Mounted Drone for Disease Diagnosis in Rural Areas

K Sarvakar, KA Jani, SB Yagnik… - PATENT …, 2023 - papers.ssrn.com
A camera-mounted drone equipped with AI and fuzzy logic-based image processing
technology could have tremendous potential for disease diagnosis in rural areas. Here are …