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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Bibliographic Details
Main Authors: Mingkun Tan, Daniel Langenkämper, Tim W. Nattkemper
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/14/5383