Image Processing Techniques for Leaf Disease Detection based on ELM-SSA Approach

AS Kumar, M Ramesh, M Arpana… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Leaf diseases have emerged as a significant issue in agriculture due to their ability to
significantly lower both the quality and quantity of harvests. If pests are not detected on crops …

An Innovative Method for Detection of Insect Based on Mask-R-CNN Approach

BT Geetha, VR Jiwatode, RR Raut… - 2023 7th …, 2023 - ieeexplore.ieee.org
Seventy percent of India's labor force works in agriculture, according to a recent survey.
Pests and illnesses cause both qualitative and quantitative losses in crop production. While …

Decentralized Federated Learning for Agricultural Plant Diseases Identification on Edge Devices

K Thonglek, P Rattanatamrong - 2023 18th International Joint …, 2023 - ieeexplore.ieee.org
Agricultural plant diseases identification during harvesting is highly important for ensuring
food quality and quantity. The integration of edge devices facilitates real-time identification in …

Intelligent Agents System for Vegetable Plant Disease Detection Using MDTW-LSTM Model

A Chaturvedi, SK Nadgaundi, MK Raja… - … for Innovation in …, 2024 - ieeexplore.ieee.org
When it comes to agricultural output, nation, India, ranks first in the world, and agriculture is
unparalleled. The need to categorize and trade agricultural goods is paramount. Manual …

Solving Current Limitations of GP-ELM-RNN based Plant Disease Detection and its Classification

K Karambelkar, V Tomar, MR Prabhu… - 2023 2nd …, 2023 - ieeexplore.ieee.org
The destruction of crops by pathogens including bacteria, viruses, and fungi has been a
worldwide issue plaguing farmers for centuries. To maximize production and ensure …

Detection of Disease in Apple Plant using its Images of Leaf Through KNN and Support Vector Machine

A Kaur, D Kalpanadevi, GS Gayathri… - 2023 2nd …, 2023 - ieeexplore.ieee.org
The apple tree is a symbol of prosperity in the Kashmir valley, which has its origins in India.
Kashmiri apples bring us a lot of money every year since they are shipped all over the world …

Identifying Diseased Regions on Plant Leaves and Classifying Plant Leaf Diseases with an ELM-GOA Based Model

UMF Dimlo, R Sankar, UR Patil, V Tomar… - 2024 2nd World …, 2024 - ieeexplore.ieee.org
Recently, plant diseases have become an issue due to the harm they can cause to
agricultural production, both in terms of quantity and quality. The ability to improve …

Early and Accurate Detection and Classification of Plant Diseases Using A Self Attention-GRU Model

G Kalaiarasi, J Kaushal, LR Sujithra, M Sivasundaram… - 2024 - papers.ssrn.com
The global spread of plant diseases has a devastating effect on agricultural output and
causes substantial economic losses. For agriculture to continue in the long run, the capacity …

[PDF][PDF] Solving Current Limitations of GP-ELM-RNN based Plant Disease Detection and its Classification

V Padmavathy - researchgate.net
The destruction of crops by pathogens including bacteria, viruses, and fungi has been a
worldwide issue plaguing farmers for centuries. To maximize production and ensure …