Attention to detail: A conditional multi-head transformer for traffic sign recognition

• Isra Naz,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft

  Affiliations Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan, Department of Computer Science, University of Wah, Wah Cantt, Pakistan

  https://orcid.org/0000-0001-6981-2953

  ⨯
• Jamal Hussain Shah,

  Roles Methodology, Software, Supervision, Visualization

  Affiliation Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, Pakistan

  https://orcid.org/0000-0002-7903-9391

  ⨯
• Ali Tahir,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Kingdom of Saudi Arabia

  ⨯
• Mahatma Reddy Marri,

  Roles Methodology, Software, Writing – review & editing

  Affiliation Independent Researcher, Texas, United States of America

  ⨯
• Rabia Saleem,

  Roles Conceptualization, Formal analysis, Supervision, Writing – review & editing

  Affiliation Department of Information Technology, Government College University Faisalabad, Gurunanakpura, Faisalabad, Pakistan

  ⨯
• Mutaz Elradi S. Saeed

  Roles Investigation, Resources, Validation

  * E-mail: mutelr@nilevalley.edu.sd

  Affiliation Department of Computer Science, Nile Valley University, Atbara, Sudan

  https://orcid.org/0000-0002-6592-455X

  ⨯