Investigation of Deep Learning Optimization Algorithms in Scene Text Detection

Scene text detection frameworks heavily rely on optimization methods for their successful operation. Choosing an appropriate optimizer is essential to performing recent scene text detection models. However, recent deep learning methods often employ various optimization algorithms and loss functions...

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Bibliographic Details
Main Authors: Zobeir Raisi, John Zelek
Format: Article
Language:English
Published: University of Sistan and Baluchestan 2023-09-01
Series:International Journal of Industrial Electronics, Control and Optimization
Subjects:
Online Access:https://ieco.usb.ac.ir/article_7818_6a49f145408a0928f276d2bb2cb760ce.pdf