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A Data-Centric Approach to improve performance of deep learning models

A Data-Centric Approach to improve performance of deep learning models

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_95f4da176c8640888bc0073f9911c310

A Data-Centric Approach to improve performance of deep learning models

About this item

Full title

A Data-Centric Approach to improve performance of deep learning models

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2024-09, Vol.14 (1), p.22329-11, Article 22329

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

The Artificial Intelligence has evolved and is now associated with Deep Learning, driven by availability of vast amount of data and computing power. Traditionally, researchers have adopted a Model-Centric Approach, focusing on developing new algorithms and models to enhance performance without altering the underlying data. However, Andrew Ng, a pro...

Alternative Titles

Full title

A Data-Centric Approach to improve performance of deep learning models

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_95f4da176c8640888bc0073f9911c310

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_95f4da176c8640888bc0073f9911c310

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-73643-x

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