Bamboo Plant Classification Using Deep Transfer Learning with a Majority Multiclass Voting Algorithm

Bamboo Plant Classification Using Deep Transfer Learning with a Majority Multiclass Voting Algorithm

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 years; hence, it is difficult to identify species. Here, the focus is on supervised machine learning (ML) and deep learning (D...

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Bibliographic Details
Main Authors: Ankush D. Sawarkar, Deepti D. Shrimankar, Sarvat Ali, Anurag Agrahari, Lal Singh
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Applied Sciences
Subjects:
bamboo
convolutional neural networks
deep transfer learning
machine learning
majority multiclass voting
ensemble
Online Access:https://www.mdpi.com/2076-3417/14/3/1023

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