[HTML][HTML] A deep learning-based model for date fruit classification

K Albarrak, Y Gulzar, Y Hamid, A Mehmood… - Sustainability, 2022 - mdpi.com
… in other image classification problems, this … date classification model. In this research,
a dataset of eight different classes of date fruit has been created to train the proposed model. …

Image-based deep learning automated sorting of date fruit

A Nasiri, A Taheri-Garavand, YD Zhang - Postharvest biology and …, 2019 - Elsevier
classification is a crucial parameter in the date fruitdate cultivar which is considered as
wet date fruit is selected. Due to its delicious taste, Shahani is one of the most popular date fruit

[PDF][PDF] A Deep Learning-Based Model for Date Fruit Classification. Sustainability 2022, 14, 6339

K Albarrak, Y Gulzar, Y Hamid, A Mehmood… - 2022 - academia.edu
… in other image classification problems, this … date classification model. In this research,
a dataset of eight different classes of date fruit has been created to train the proposed model. …

Date fruit classification for robotic harvesting in a natural environment using deep learning

H Altaheri, M Alsulaiman, G Muhammad - Ieee Access, 2019 - ieeexplore.ieee.org
Deep Learning these challenges, we propose an efficient deep learning-based machine
vision framework for date fruit … of three classification models to classify date fruit images in real …

[PDF][PDF] Dates Fruit Recognition: From Classical Fusion to Deep Learning.

KM Alresheedi, S Aladhadh, RU Khan… - … Systems Science & …, 2022 - researchgate.net
… [13] proposed four types of deep learning based on fine-grained image classification, …
image classification methods. In the paper [14], the authors discuss the leading deep learning …

[PDF][PDF] Date fruit classification model using deep learning

PV Bindu, V Mahadevan, K Venusamy, B Babu - Res Militaris, 2022 - resmilitaris.net
deep learning-based dates fruits classification model was proposed in this paper. For dates
classification, the dataset contained 1028 dates … system used four types of dates: ajwa, galaxy…

[HTML][HTML] A novel classification model of date fruit dataset using deep transfer learning

A Alsirhani, MH Siddiqi, AM Mostafa, M Ezz… - Electronics, 2023 - mdpi.com
dates with different types, colors, shapes, tastes, and nutritional values. Classifying, identifying,
and recognizing dates … collected the dataset of date fruits by picturing dates from primary …

Comparative performance of various deep learning based models in fruit image classification

R Siddiqi - Proceedings of the 11th International Conference on …, 2020 - dl.acm.org
… are automatically learned by the model during training. This paper proposes fourteen
different deep learning based models for image based fruit type classification. Thirteen of these …

Date fruit sorting based on deep learning and discriminant correlation analysis

O Aiadi, B Khaldi, ML Kherfi, ML Mekhalfi… - IEEE Access, 2022 - ieeexplore.ieee.org
… These methods adopt hand-designed features along with conventional classifiers for
date fruit classification. We also consider comparing our method with deep learning-based

IHDS: Intelligent harvesting decision system for date fruit based on maturity stage using deep learning and computer vision

M Faisal, M Alsulaiman, M Arafah… - IEEE Access, 2020 - ieeexplore.ieee.org
… In the present study, we were able to classify all maturity stages of date fruit (Immature stage
1, Immature stage 2, PreKhalal, Khalal, Khalal with Rutab, Pre-Tamar, and Tamar). We used …