Detection of glaucoma using three-stage training with EfficientNet

This paper sets forth a methodology that is based on three-stage-training of a state-of-the-art network architecture previously trained on Imagenet, and iteratively finetuned in three steps; freezing first all layers, then re-training a specific number of them and finally training all the architectu...

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Bibliographic Details
Main Authors: I. de Zarzà, J. de Curtò, Carlos T. Calafate
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305322000771