Animal Detection and Counting from UAV Images Using Convolutional Neural Networks

Animal Detection and Counting from UAV Images Using Convolutional Neural Networks

In the last decade, small unmanned aerial vehicles (UAVs/drones) have become increasingly popular in the airborne observation of large areas for many purposes, such as the monitoring of agricultural areas, the tracking of wild animals in their natural habitats, and the counting of livestock. Coupled...

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Bibliographic Details
Main Authors: Kristina Rančić, Boško Blagojević, Atila Bezdan, Bojana Ivošević, Bojan Tubić, Milica Vranešević, Branislav Pejak, Vladimir Crnojević, Oskar Marko
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Drones
Subjects:
convolutional neural networks
deer
animal counting
deep learning
YOLO
SSD
Online Access:https://www.mdpi.com/2504-446X/7/3/179

Internet

https://www.mdpi.com/2504-446X/7/3/179

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