LSTM-Based Discrimination of Date Fruit (Phoenix dactylifera L.) Based on Selected Convolutional Neural Network Features

• Published in: Acta Universitatis Cibiniensis. Series E: Food Technology Vol. 28; no. 2; pp. 183 - 194
• Main Authors: Noutfia, Younés, Sabanci, Kadir, Aslan, Muhammet Fatih, Ropelewska, Ewa
• Format: Journal Article
• Language: English
• Published: Sibiu Sciendo 01.12.2024; De Gruyter Poland
• Subjects: Classification; Convolutional Neural Network; date cultivar; Feature Selection; Long short-term memory; Mejhoul; Neural networks

Date palm ( L.) is one of the most valuable domesticated fruit trees characterized with thousands of varieties that grow in different arid regions. Because of high diversification, discrimination between date varieties at different post-harvest handling and production stages is necessary. In this st...