POSEIDON: A Data Augmentation Tool for Small Object Detection Datasets in Maritime Environments

Certain fields present significant challenges when attempting to train complex Deep Learning architectures, particularly when the available datasets are limited and imbalanced. Real-time object detection in maritime environments using aerial images is a notable example. Although SeaDronesSee is the...

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Detalles Bibliográficos
Autores principales: Ruiz-Ponce, Pablo, Ortiz-Perez, David, Garcia-Rodriguez, Jose, Kiefer, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099051/
https://www.ncbi.nlm.nih.gov/pubmed/37050751
http://dx.doi.org/10.3390/s23073691

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099051/
https://www.ncbi.nlm.nih.gov/pubmed/37050751
http://dx.doi.org/10.3390/s23073691

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