Deep learning for medicinal plant species classification and recognition: a systematic review

AK Mulugeta, DP Sharma, AH Mesfin - Frontiers in Plant Science, 2024 - frontiersin.org
Knowledge of medicinal plant species is necessary to preserve medicinal plants and
safeguard biodiversity. The classification and identification of these plants by botanist …

An IoT and machine learning based intelligent system for the classification of therapeutic plants

R Shailendra, A Jayapalan, S Velayutham… - Neural Processing …, 2022 - Springer
The work aim to develop an automatic recognition model using IoT and machine learning
(ML) techniques for the classification of therapeutic plants to enrich the traditional medicinal …

Herbal Leaf Classification using RCNN, Fast RCNN, Faster RCNN

S Duth, S Vedavathi, S Roshan - 2023 7th International …, 2023 - ieeexplore.ieee.org
Herbal leaf classification is an important task in botany and pharmacology with the
increasing demand for natural remedies, accurate identification and classification of herbal …

Multi-Attribute Deep CNN-Based Approach for Detecting Medicinal Plants and their Use for Skin Diseases

P Dalvi, DR Kalbande, SS Rathod… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Skin health is a critical concern for humans, especially in geographical areas where
environmental conditions and lifestyle factors adversely affect their condition, leading to a …

Ayurvedic leaf identification using deep learning model: VGG16

G Divyasree, M Sheelarani - Proceedings of the International …, 2022 - papers.ssrn.com
Ayurvedic leaf is a key source of medicinal leaf which is used from the ancient period time
and is known for its rich medicinal values and effectiveness. So the identification of the leaf …

[PDF][PDF] Identification and classification of medicinal plants using leaf with deep convolutional neural networks

NS Bhelkar, A Sharma - International journal of health sciences, 2022 - academia.edu
The Indian medical practise of Ayurveda has gained international renown. Herbal
preparations are the basis of Ayurveda medicine. The pharmaceutical industry is beginning …

SVM based Leaf Disease Classification Assisted with Smart Agrobot for the Application of Fertilizer

T Happila, A Rajendran, HSD Ponsami… - … and Control Systems …, 2023 - ieeexplore.ieee.org
Agriculture is playing prominent role in day to day life of every individual. Food is the basic
need of every living organism in the world. Agriculture builds and gives life to biotic …

Improved Medicinal Plant Leaf Classification using Transfer Learning and Model Averaging Ensemble of Deep Convolutional Neural Networks

EF Custodio - 2024 International Conference on Information …, 2024 - ieeexplore.ieee.org
Identification of medicinal plants is a difficult undertaking. It needs an expert's presence to
recognize them. The goal of this study is to enhance existing classification and recognition …

Medicinal Plants Identification Using Deep Learning: A Survey

R Prasannan, P Roy, PV Jithi, R Amritha… - 2024 IEEE Recent …, 2024 - ieeexplore.ieee.org
Medicinal plant identification has shown great benefit from deep learning, especially when
CNNs are employed. CNNs are ideally suited for this task since they can extract complex …

Algorithm Application of Machine Learning Algorithms to Predict Energy Demand

MK Arabov, AF Nazipova… - … Conference on Industrial …, 2024 - ieeexplore.ieee.org
This article presents an analysis of the application of machine learning algorithms to predict
energy demand based on temperature and humidity data. Extensive research has been …