Reweighting neural network examples for robust object detection at sea

Abstract Deep neural networks have had profound significance in addressing visual object detection and classification tasks. However, though with the caveat of needing large amounts of annotated training data. Furthermore, the possibility of neural networks overfitting to the biases and faults inclu...

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Bibliographic Details
Main Authors: J. Becktor, E. Boukas, M. Blanke, L. Nalpantidis
Format: Article
Language:English
Published: Wiley 2021-08-01
Series:Electronics Letters
Online Access:https://doi.org/10.1049/ell2.12166