LocMix: local saliency-based data augmentation for image classification

Data augmentation is a crucial strategy to tackle issues like inadequate model robustness and a significant generalization gap. It is proven to combat overfitting, elevate deep neural network performance, and enhance generalization, particularly when data are limited. In recent years, mixed sample d...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Signal, image and video processing image and video processing, 2024-03, Vol.18 (2), p.1383-1392
Hauptverfasser: Yan, Lingyu, Ye, Yu, Wang, Chunzhi, Sun, Yun
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!