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 …

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 …

Ann and cnn based ensemble learning for recognizing renowned medicinal plants

N Sourov, ASM Redowan… - … on Computer and …, 2023 - ieeexplore.ieee.org
This paper focuses on the automated identification and classification of medicinal plants
using artificial neural networks and convolutional neural networks. This paper focuses on …

[HTML][HTML] HybNet: A Hybrid Deep Models for Medicinal Plant Species Identification

BR Pushpa, S Jyothsna, S Lasya - MethodsX, 2024 - Elsevier
Real-time plant species detection plays an important role in fields ranging from medicine to
biodiversity conservation. Images captured under unconstrained environments, scale …

Model Development for Identifying Aromatic Herbs Using Object Detection Algorithm

SN Antunes, MT Okano, IA Nääs, WAC Lopes… - AgriEngineering, 2024 - mdpi.com
The rapid evolution of digital technology and the increasing integration of artificial
intelligence in agriculture have paved the way for groundbreaking solutions in plant …

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 …

Deep Learning Driven Multilingual System for Recognition and Categorization of Medicinal Plants with Extensive Elucidation

VR Azhaguramyaa, J Janet, A Hariharan… - 2024 Ninth …, 2024 - ieeexplore.ieee.org
Medicinal plant use is widespread throughout many cultures and geographical areas,
frequently entwined with customs and knowledge. The use of technology, especially deep …

An Analysis of the Effects and Interaction of Hyper Parameters in Convolutional Neural Networks

GK Arora, R Mutha, MS Sangari… - … on Electronics and …, 2023 - ieeexplore.ieee.org
Deep Neural Network (DNN) hyper parameters are currently physically tuned, so robotized
AI methods are being developed to find the best combination of hyper parameters. Finding …

Identification and Classification of Rare Medicinal Plants

PS Bora, S Sharma, I Batra, A Malik… - … on Emerging Trends in …, 2024 - ieeexplore.ieee.org
The identification and conservation of rare medicinal plants are crucial, given their
invaluable role in healthcare, pharmaceuticals, and biodiversity preservation. Numerous …

A Deep Learning Approach for Herbal Plant Detection and Recognition

N Giridharan, RA Sulthana, R Mohanraj… - … on Applied Artificial …, 2024 - ieeexplore.ieee.org
In this research, TensorFlow, a powerful deep learning toolkit, is utilized in conjunction with
the Python programming language to conduct a comprehensive analysis of plant names and …