Recent advances in automatic feature detection and classification of fruits including with a special emphasis on Watermelon (Citrillus lanatus): A review

D Caceres-Hernandez, R Gutierrez, K Kung… - Neurocomputing, 2023 - Elsevier
This document provides an overview of advances in the task of automatic feature detection
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …

[HTML][HTML] Palm date meal as a non-traditional ingredient for feeding aquatic animals: a review

ZA Kari, KW Goh, HA Edinur, K Mat, HNM Khalid… - Aquaculture …, 2022 - Elsevier
Protein ingredients in aquafeed are one of the most important factors responsible for the
development and sustainability of aquaculture. Currently, because of high costs and …

[PDF][PDF] Fruit Image Classification Using Deep Learning.

HS Gill, OI Khalaf, Y Alotaibi… - … , Materials & Continua, 2022 - cdn.techscience.cn
Fruit classification is found to be one of the rising fields in computer and machine vision.
Many deep learning-based procedures worked out so far to classify images may have some …

Fruit recognition from images using deep learning applications

HS Gill, G Murugesan, BS Khehra, GS Sajja… - Multimedia Tools and …, 2022 - Springer
Smart imaging devices have been used at a rapid rate in the agriculture sector for the last
few years. Fruit recognition and classification is noticed as one of the looming sectors in …

An integrated approach using CNN-RNN-LSTM for classification of fruit images

HS Gill, BS Khehra - Materials Today: Proceedings, 2022 - Elsevier
With the advancement in technology, Computer and machine vision system is getting
involved in the agriculture sector for the last few years. Deep Learning is a recent …

Date fruit classification based on surface quality using convolutional neural network models

M Almomen, M Al-Saeed, HF Ahmad - Applied Sciences, 2023 - mdpi.com
Classifying the quality of dates after harvesting the crop plays a significant role in reducing
waste from date fruit production. About one million tons of date fruit is produced annually in …

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

A Alsirhani, MH Siddiqi, AM Mostafa, M Ezz… - Electronics, 2023 - mdpi.com
Date fruits are the most common fruit in the Middle East and North Africa. There are a wide
variety of dates with different types, colors, shapes, tastes, and nutritional values …

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
Date fruit is among the major crops in the middle-east region, where millions of tons are
harvested every year. Date is a healthy fruit, which involves sugars, minerals and vitamins …

[PDF][PDF] Improving Date Fruit Classification Using CycleGAN-Generated Dataset.

DM Ibrahim, NM Elshennawy - CMES-Computer Modeling in …, 2022 - cdn.techscience.cn
Dates are an important part of human nutrition. Dates are high in essential nutrients and
provide a number of health benefits. Date fruits are also known to protect against a number …

DenseViT-XGB: A hybrid approach for dates varieties identification

I Neji, NB Aoun, N Boujnah, R Ejbali - Neurocomputing, 2024 - Elsevier
The digitization of variety identification is of great importance for the improvement of farming
practices in date fruit production. In this study, we have developed a hybrid approach called …