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The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects

Data augmentation is an established technique in computer vision to foster the generalization of training and to deal with low data volume. Most data augmentation and computer vision research are focused on everyday images such as traffic data. The application of computer vision techniques in domain...

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Detalles Bibliográficos
Autores principales: Tan, Mingkun, Langenkämper, Daniel, Nattkemper, Tim W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9322900/
https://www.ncbi.nlm.nih.gov/pubmed/35891060
http://dx.doi.org/10.3390/s22145383