Object detection with RetinaNet on aerial imagery: the Algarve landscape

This work presents a study of the different existing object detection algorithms and the implementation of a Deep Learning model capable of detecting swimming pools from satellite images. In order to obtain the best results for this particular task, the RetinaNet algorithm was chosen. The model was...

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Bibliographic Details
Main Author: Coelho, C. (author)
Other Authors: Costa, M. Fernanda P. (author), Ferrás, Luís Jorge Lima (author), Soares, A. J. (author)
Format: conferencePaper
Language:eng
Published: 2021
Subjects:
Computer vision
Neural networks
Deep learning
Object detection
RetinaNet
Ciências Naturais::Matemáticas
Science & Technology
Online Access:http://hdl.handle.net/1822/75255
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/75255

Internet

http://hdl.handle.net/1822/75255

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