Please use this identifier to cite or link to this item:
https://dspace.univ-ouargla.dz/jspui/handle/123456789/36901
Title: | A platform for searching and classifying medicines |
Authors: | CHAA, Mourad HAMDI, Aya HACINI, Ikram BENHAOUED, Nadra |
Keywords: | Machine Learning (ML) Deep Learning (DL) Image Classification Convolutional Neural Network (CNN) |
Issue Date: | 2024 |
Publisher: | UNIVERSITY KASDI MERBAH OUARGLA |
Citation: | FACULTE DES NOUVELLES TECHNOLOGIES DE L'INFORMATIQUE ET DE LA COMMUNICATION |
Abstract: | Dwayadz is a health application that uses machine and deep learning techniques to quickly and accurately classify medications. The application allows users to capture images of medications using their smartphones, analyzing them and classifying them. The research focuses on the development, collection of data, and evaluation of the performance of machine and deep learning models. The study also addresses challenges such as classification accuracy due to the similarity of certain medications and data protection and user privacy. The goal is to improve the application's performance, expand the database used in training, and improve the user interface. |
Description: | System of telecommunications. |
URI: | https://dspace.univ-ouargla.dz/jspui/handle/123456789/36901 |
Appears in Collections: | Département d'Electronique et des Télécommunications - Master |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
HAMDI-HACINI-BENHAOUED.pdf | System of telecommunications. | 3,24 MB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.