Hybrid lightweight vision transformers with attention mechanism for feature extraction and classification of product designs

• Abdul Wahid,

  Roles Data curation, Investigation, Methodology, Resources, Software, Validation, Visualization

  Affiliation Department of Information Technology, University of Sargodha, Punjab, Pakistan

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• Hikmat Ullah Khan ,

  Roles Conceptualization, Data curation, Formal analysis, Project administration, Supervision, Writing – review & editing

  * E-mail: falarfaj@kfu.edu.sa (FKA), dr.hikmat.niazi@gmail.com (HUK)

  Affiliations Department of Information Technology, University of Sargodha, Punjab, Pakistan, Department of Computer Science, University of Wah, Rawalpindi, Pakistan

  https://orcid.org/0000-0002-8178-6652

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• Anam Naz,

  Roles Conceptualization, Investigation, Resources, Visualization, Writing – original draft

  Affiliation Department of Information Technology, University of Sargodha, Punjab, Pakistan

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• Fawaz Khaled Alarfaj

  Roles Formal analysis, Funding acquisition, Methodology, Project administration, Writing – review & editing

  * E-mail: falarfaj@kfu.edu.sa (FKA), dr.hikmat.niazi@gmail.com (HUK)

  Affiliation Department of Management Information Systems, School of Business, King Faisal University, Al Ahsa, Saudi Arabia

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