Early Detection and Classification of Plant Diseases/Abiotic Disorders using Deep Learning-A Review

J Suganya, J Jebadurai, IJ Jebadurai… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Plant diseases and abiotic disorders are crucial elements in affecting the yield and quality of
plants. Thus, an early detection is obligatory to increase the productiveness. Diagnosing a …

Modeling convolutional neural network for detection of plant leaf spot diseases

G Sunitha, KR Madhavi, J Avanija… - … on Electronics and …, 2022 - ieeexplore.ieee.org
Farming has come a long way further than directly a system to provide food to an ever-
increasing population. The seventieth population of Asian countries depends on agriculture …

Medicinal Plant Identification in Real-Time Using Deep Learning Model

S Kavitha, TS Kumar, E Naresh, VH Kalmani… - SN Computer …, 2023 - Springer
Medicinal plants have a long tradition of being cultivated and harvested in India. The Indian
Forest is the principal repository for many useful medicinal herbs. As a result of their critical …

Enhanced plant species and early water stress detection using visible and near-infrared spectra

D Brown, L Poole - Computational Vision and Bio-Inspired Computing …, 2023 - Springer
This paper reports on recent successful work aimed at preventing crop loss and failure
before visible symptoms are present. Food security is critical, especially after the COVID-19 …

Classification and comparison study of rice plant diseases using pre-trained CNN models

RKV Kongara, VSC Somasila… - 2022 International …, 2022 - ieeexplore.ieee.org
Convolution Neural Network plays an important role in the field of agriculture for the
identification and classification of diseases in the different types of crops. Most of the families …

Classification of Indian Medicinal Leaves using Transfer Learning based Convolutional Neural Networks

KUSD Reddy, A Shaik, A Balasundaram… - … on Smart Electronics …, 2022 - ieeexplore.ieee.org
There'sa rapid increment in the utilization of herbal-based items over the world. Medicinal
herbs play a major part in creating ayurvedic drugs and homegrown items. Herbal …

Poaceae Family Leaf Disease Identification and Classification Applying Machine Learning

A Prasad, V Asha, B Saju, S Likhitha… - 2022 International …, 2022 - ieeexplore.ieee.org
Agriculture efficiency is something on which the economy profoundly depends on. Thus,
there is always a need to enhance the yield of crops. In agriculture, identification of the plant …

Tomato Leaf Disease Detection using Image Processing

MS Selvi, SJ Rani, A Nisha… - … Conference on Inventive …, 2022 - ieeexplore.ieee.org
As the country's economy majorly depends on agricultural productivity. The main cause of
lower vegetable and fruit yield is plant disease. Annual agricultural Pest and disease-related …

Reinventing Spice Authentication: Merging Artificial Intelligence Insights with Traditional Methods for Authentication of Cardamom

S Naman, S Sharma, A Baldi - Research Journal of Pharmacy …, 2024 - search.proquest.com
Spices have one of the significant impact on mankind examining its historical, cultural,
economic, and health importance. This research article shed light on the pressing problem …

Comparative Study of Various Machine Learning Algorithms with MDLDPTS for Plant Leaf Disease Analysis

N Venkatakrishnan, M Natarajan - Inventive Computation and Information …, 2023 - Springer
Agricultural productivity can be much affected because of different plant leaf diseases.
Hence, prediction of plant diseases accurately at the earliest is urgent and necessary …