Data scarcity and class imbalance hinder deep learning for tasks like SAR ship classification. This work investigates how TRANSFER-LEARNING and DATA MERGING techniques can significantly improve the performance of deep learning models for class imbalanced datasets.
Imbalanced datasets through the lens of transfer-learning
Awais Ch Muhammad.;Reggiannini M.
2024
Abstract
Data scarcity and class imbalance hinder deep learning for tasks like SAR ship classification. This work investigates how TRANSFER-LEARNING and DATA MERGING techniques can significantly improve the performance of deep learning models for class imbalanced datasets.File in questo prodotto:
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Descrizione: Imbalanced Datasets through the Lens of Transfer Learning
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