Comparison of estimating vegetation index for outdoor free-range pig production using convolutional neural networks

Comparison of estimating vegetation index for outdoor free-range pig production using convolutional neural networks

This study aims to predict the change in corn share according to the grazing of 20 gestational sows in a mature corn field by taking images with a camera-equipped unmanned air vehicle (UAV). Deep learning based on convolutional neural networks (CNNs) has been verified for its performance in various...

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Bibliographic Details
Main Authors: Sang-Hyon OH, Hee-Mun Park, Jin-Hyun Park
Format: Article
Language:English
Published: Korean Society of Animal Sciences and Technology 2023-11-01
Series:Journal of Animal Science and Technology
Subjects:
Outdoor
Pig
Vegetation index
Image analysis
Convolutional neural network
Online Access:http://www.ejast.org/archive/view_article?doi=10.5187/jast.2023.e81

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