Fine-tuning the hyperparameters of pre-trained models for solving multiclass classification problems

This study is devoted to the application of fine-tuning methods for Transfer Learning models to solve the multiclass image classification problem using the medical X-ray images. To achieve this goal, the structural features of such pre-trained models as VGG-19, ResNet-50, InceptionV3 were studied. F...

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Bibliographic Details
Main Authors: D. Kaibassova, М. Nurtay, А. Tau, М. Kissina
Format: Article
Language:English
Published: Samara National Research University 2022-12-01
Series:Компьютерная оптика
Subjects:
Online Access:https://computeroptics.ru/eng/KO/Annot/KO46-6/460616e.html