A study on medicinal plant leaf recognition using artificial intelligence

V Ayumi, E Ermatita, A Abdiansah… - 2021 International …, 2021 - ieeexplore.ieee.org
Medicinal plant recognition manually takes a lot of time and money. Moreover, to reduce
these resources, some researchers propose to implement artificial intelligence technology …

Misidentifications in ayurvedic medicinal plants: convolutional neural network (CNN) to overcome identification confusions

N Lankasena, RN Nugara, D Wisumperuma… - Computers in Biology …, 2024 - Elsevier
Plants are a vital ingredient of traditional medicine in Sri Lanka, and the quantity of
medicinal plants used as a number differs in literature. Field identification of medicinal plants …

Deep-learning-based classification of Bangladeshi medicinal plants using neural ensemble models

AH Uddin, YL Chen, B Borkatullah, MS Khatun… - Mathematics, 2023 - mdpi.com
This research addresses the lack of publicly available datasets for Bangladeshi medicinal
plants by presenting a comprehensive dataset comprising 5000 images of ten species …

[HTML][HTML] Medicinal plant species detection by comparison review

NB Jabaseeli, D Umanandhini - Journal of the Saudi Society of Agricultural …, 2024 - Elsevier
The detection of therapeutic plant species is critical in today's environment. Though many
valuable medicinal plants are essential for survival, everyone needs Ready-to-use chemical …

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 …

Identification of Ayurvedic Leaves using Deep Learning

SG Kale, S Ansari, T Khan, M Chitriv… - … , and Systems (IC3S), 2023 - ieeexplore.ieee.org
Ayurveda means the science of life as it can blend into our lifestyle very easily. Ayurveda
uses medicinal plant leaves, roots and fruits for treatment of various diseases and it has got …

Remembrance of Monocotyledons Using Residual Networks

AL Kalyani, R Singamaneni… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Plant identification has several applications in the area of agriculture, ethnopharmacology,
horticulture. There are existing systems that identify the plant using leaf images. Because …

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 …

Transparent machine vision techniques for medicinal plant species identification

C Kikome, G Okumu, E Wagisha… - … on Image Processing …, 2024 - ieeexplore.ieee.org
Medicinal plants have long been the foundation of the medical system and a source of
health and healing, but many people nowadays are unaware of these priceless natural …

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 …