Using Deep Learning to Identify Costa Rican Native Tree Species From Wood Cut Images

Using Deep Learning to Identify Costa Rican Native Tree Species From Wood Cut Images

Tree species identification is critical to support their conservation, sustainable management and, particularly, the fight against illegal logging. Therefore, it is very important to develop fast and accurate identification systems even for non-experts. In this research we have achieved three main r...

Full description

Bibliographic Details
Main Authors: Geovanni Figueroa-Mata, Erick Mata-Montero, Juan Carlos Valverde-Otárola, Dagoberto Arias-Aguilar, Nelson Zamora-Villalobos
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-04-01
Series:Frontiers in Plant Science
Subjects:
deep learning
convolutional neural network
plant classification
automated image-based tree species identification
costa rican tree species
xylotheques
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.789227/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.789227/full

Similar Items