Building Ensemble of Deep Networks: Convolutional Networks and Transformers

Building Ensemble of Deep Networks: Convolutional Networks and Transformers

This paper presents a study on an automated system for image classification, which is based on the fusion of various deep learning methods. The study explores how to create an ensemble of different Convolutional Neural Network (CNN) models and transformer topologies that are fine-tuned on several da...

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Bibliographic Details
Main Authors: Loris Nanni, Andrea Loreggia, Leonardo Barcellona, Stefano Ghidoni
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
transformers
optimization
ensemble
Online Access:https://ieeexplore.ieee.org/document/10309107/

Internet

https://ieeexplore.ieee.org/document/10309107/

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