Effect of hyper-parameters on the performance of ConvLSTM based deep neural network in crop classification

• Awab ur Rashid Durrani ,

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Conceptualization, Formal analysis, Investigation

  * E-mail: awabkhan.cse@uetpeshawar.edu.pk

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan

  https://orcid.org/0000-0002-3570-2753

  ⨯
• Nasru Minallah ,

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Conceptualization, Methodology

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan

  ⨯
• Najam Aziz ,

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Resources, Software, Writing – original draft

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan

  ⨯
• Jaroslav Frnda ,

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Funding acquisition, Project administration, Supervision, Validation

  Affiliations Department of Quantitative Methods and Economic Informatics, Faculty of Operation and Economics of Transport and Communication, University of Zilina, Zilina, Slovakia, Department of Telecommunications, Faculty of Electrical Engineering and Computer Science, VSB - Technical University, Ostrava-Poruba, Czechia of Ostrava, Ostrava-Poruba, Czechia

  ⨯
• Waleed Khan ,

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Formal analysis, Methodology, Project administration, Validation

  Affiliations Department of Computer Systems Engineering, University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan, National Center for Big Data and Cloud Computing (NCBC), University of Engineering and Technology Peshawar (UETP), Peshawar, Pakistan

  ⨯
• Jan Nedoma

  Contributed equally to this work with: Awab ur Rashid Durrani, Nasru Minallah, Najam Aziz, Jaroslav Frnda, Waleed Khan, Jan Nedoma

  Roles Conceptualization, Funding acquisition, Project administration

  Affiliation Department of Telecommunications, Faculty of Electrical Engineering and Computer Science, VSB - Technical University, Ostrava-Poruba, Czechia of Ostrava, Ostrava-Poruba, Czechia

  https://orcid.org/0000-0001-7459-2043

  ⨯