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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...
Autores principales: | Ruiz-Ponce, Pablo, Ortiz-Perez, David, Garcia-Rodriguez, Jose, Kiefer, Benjamin |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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