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 …
safeguard biodiversity. The classification and identification of these plants by botanist …
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 …
plants by presenting a comprehensive dataset comprising 5000 images of ten species …
Assessing deep convolutional neural network models and their comparative performance for automated medicinal plant identification from leaf images
Medicinal plants have got notable attention in recent years in the field of pharmaceutical and
drug research. The high demand of herbal medicine in the rural areas of developing …
drug research. The high demand of herbal medicine in the rural areas of developing …
Classification of Medicinal Wild Plants Using Radial Basis Function Neural Network with Least Mean Square
RI Borman, F Rossi, D Alamsyah… - … on Electronic and …, 2022 - ieeexplore.ieee.org
Wild plants are considered as plants whose growth interferes with other plants. However, in
its development it turns out that wild plants contain ingredients for medicines. However …
its development it turns out that wild plants contain ingredients for medicines. However …
Bamboo Plant Classification Using Deep Transfer Learning with a Majority Multiclass Voting Algorithm
AD Sawarkar, DD Shrimankar, S Ali, A Agrahari… - Applied Sciences, 2024 - mdpi.com
Bamboos, also known as non-timber forest products (NTFPs) and belonging to the family
Poaceae and subfamily Bambusoideae, have a wide range of flowering cycles from 3 to 120 …
Poaceae and subfamily Bambusoideae, have a wide range of flowering cycles from 3 to 120 …
Deep Learning Techniques in Leaf Image Segmentation and Leaf Species Classification: A Survey
Plants have elemental importance for all life forms. The research areas in the field of plant
sciences for botanists and agriculturists include the identification of plant species …
sciences for botanists and agriculturists include the identification of plant species …
[HTML][HTML] On the importance of integrating convolution features for Indian medicinal plant species classification using hierarchical machine learning approach
This work proposes a novel hierarchical classification framework designed to categorize
hundred Indian medicinal plant species. The innovation lies in introducing a comprehensive …
hundred Indian medicinal plant species. The innovation lies in introducing a comprehensive …
Medicinal Plant Identification in Real-Time Using Deep Learning Model
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 …
Forest is the principal repository for many useful medicinal herbs. As a result of their critical …
Verified localization and pharmacognosy of herbal medicinal plants in a combined network framework
Pharmacognosy from medicinal plants involves the scientific domain of medicinal
compounding based on their medicinal properties. Accurate identification of medicinal …
compounding based on their medicinal properties. Accurate identification of medicinal …
A mobile application to identify poison ivy (Toxicodendron radicans) plants in real time using convolutional neural network
Poison ivy (Toxicodendron radicans) is an important noxious plants in many countries
around the world. Currently, the primary method used to identify this plant is based on visual …
around the world. Currently, the primary method used to identify this plant is based on visual …