Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification

Conrad Testagrose; Mehlam Shabbir; Braden Weaver; Xudong Liu

doi:10.32473/flairs.36.133132

Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification

Conrad Testagrose, Mehlam Shabbir, Braden Weaver, Xudong Liu

School of Computing

University of North Florida

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS
Volume	36
DOIs	https://doi.org/10.32473/flairs.36.133132
State	Published - 2023
Event	36th International Florida Artificial Intelligence Research Society Conference, FLAIRS-36 2023 - Clearwater Beach, United States Duration: May 14 2023 → May 17 2023

ASJC Scopus Subject Areas

Artificial Intelligence
Software

Keywords

Convolutional Neural Networks
Deep Learning
Environmental Monitoring
Machine Learning
Vision Transformers

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10.32473/flairs.36.133132

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@article{5d53db9126e54ea4b409f5acd4d55164,

title = "Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification",

keywords = "Convolutional Neural Networks, Deep Learning, Environmental Monitoring, Machine Learning, Vision Transformers",

author = "Conrad Testagrose and Mehlam Shabbir and Braden Weaver and Xudong Liu",

note = "Publisher Copyright: {\textcopyright} 2023 by the authors. All rights reserved.; 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS-36 2023 ; Conference date: 14-05-2023 Through 17-05-2023",

year = "2023",

doi = "10.32473/flairs.36.133132",

language = "English",

volume = "36",

}

TY - JOUR

T1 - Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification

AU - Testagrose, Conrad

AU - Shabbir, Mehlam

AU - Weaver, Braden

AU - Liu, Xudong

PY - 2023

Y1 - 2023

KW - Convolutional Neural Networks

KW - Deep Learning

KW - Environmental Monitoring

KW - Machine Learning

KW - Vision Transformers

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U2 - 10.32473/flairs.36.133132

DO - 10.32473/flairs.36.133132

M3 - Conference article

AN - SCOPUS:85161387701

SN - 2334-0754

VL - 36

JO - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

JF - Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS

T2 - 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS-36 2023

Y2 - 14 May 2023 through 17 May 2023

ER -

Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification

ASJC Scopus Subject Areas

Keywords

Access to Document

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