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DPXception: a lightweight CNN for image-based date palm species classification
Introduction Date palm species classification is important for various agricultural and
economic purposes, but it is challenging to perform based on images of date palms alone …
economic purposes, but it is challenging to perform based on images of date palms alone …
Date fruit sorting based on deep learning and discriminant correlation analysis
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 …
harvested every year. Date is a healthy fruit, which involves sugars, minerals and vitamins …
DPXception: a lightweight CNN for image-based date palm
Methods: Our dataset consists of 2358 images of four common and valuable date palm
species (Barhi, Sukkari, Ikhlas, and Saqi), which we collected ourselves. We also applied …
species (Barhi, Sukkari, Ikhlas, and Saqi), which we collected ourselves. We also applied …
Advancing Road Safety: A CNN-Bassed Approach to Drowsiness Detection with Semi-Supervised Learning
A BENLAMOUDI, MAN Bekkari, S Djeghoubbi - dspace.univ-ouargla.dz
Driver drowsiness detection is a critical area of research aimed at enhancing road safety
and preventing accidents caused by fatigue. This study presents a novel approach for …
and preventing accidents caused by fatigue. This study presents a novel approach for …
Date Fruit classification using Convolutional Neural Network Models
F CHRIF, HE Benattous, Y Brakta, A Beggari - dspace.univ-ouargla.dz
The production of date fruits is an important part of Algeria's agricultural sector, known for its
cultivation of diverse date palm species. This study introduces a new method for date fruit …
cultivation of diverse date palm species. This study introduces a new method for date fruit …