Document - Imbalanced datasets through the lens of transfer-learning

2024

Other Open Access

Imbalanced datasets through the lens of transfer-learning

Awais Ch Muhammad., Reggiannini M.

Ship Classification, SAR, Fine Tuning, Transfer Learning

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.

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BibTeX entry

@misc{oai:iris.cnr.it:20.500.14243/517622,
	title = {Imbalanced datasets through the lens of transfer-learning},
	author = {Awais Ch Muhammad. and Reggiannini M.},
	year = {2024}
}