DeepDate: A deep fusion model based on whale optimization and artificial neural network for Arabian date classification.

Journal: PloS one
Published Date: Jul 30, 2024

Abstract

PURPOSE: As agricultural technology continues to develop, the scale of planting and production of date fruit is increasing, which brings higher yields. However, the increasing yields also put a lot of pressure on the classification step afterward. Image recognition based on deep learning algorithms can help to identify and classify the date fruit species, even in natural light.

Authors

  • Nour Eldeen Mahmoud Khalifa
    Information Technology Department, Faculty of Computers and Artificial Intelligence, Cairo University, Giza, Egypt.
  • Jiaji Wang
    School of Computing and Mathematic Sciences, University of Leicester, East Midlands, Leicester, United Kingdom.
  • Mohamed Hamed N Taha
    Information Technology Department, Faculty of Computers and Artificial Intelligence, Cairo University, Giza, Egypt.
  • Yudong Zhang
    School of Computing and Mathematical Sciences, University of Leicester, Leicester, LE1 7RH, UK.

Keywords

External Resources

Popular Topics
Recent Journals