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We propose a process to produce a food dataset for Mauritian dishes using the Generative Adversarial Network (GAN) and a fine Convolutional Neural Network (CNN) model for identifying Mauritian food dishes. The outputs and findings of this research can be used in the process of automatic calorie calculation and food recommendation, primarily using ubiquitous devices like mobile phones via mobile applications. Using the Adam optimizer with carefully fixed hyper-parameters, we achieved an Accuracy of 95.66% and Loss of 3.5% as concerns the recognition task. <\/jats:p>","DOI":"10.1142\/s0219467825500457","type":"journal-article","created":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T01:26:52Z","timestamp":1700443612000},"source":"Crossref","is-referenced-by-count":0,"title":["DLMDish: Using Applied Deep Learning and Computer Vision to Automatically Classify Mauritian Dishes"],"prefix":"10.1142","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4215-7393","authenticated-orcid":false,"given":"Mohammud Shaad Ally","family":"Toofanee","sequence":"first","affiliation":[{"name":"Universit\u00e9 des Mascareignes, Concorde Avenue, Roches Brunes Rose Hill, Mauritius"},{"name":"Department of Computer Science XLIM, UMR CNRS 7252, University of Limoges, 123 Avenue Albert Thomas, 87060 Limoges Cedex, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omar","family":"Boudraa","sequence":"additional","affiliation":[{"name":"Department of Computer Science XLIM, UMR CNRS 7252, University of Limoges, 123 Avenue Albert Thomas, 87060 Limoges Cedex, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Karim","family":"Tamine","sequence":"additional","affiliation":[{"name":"Department of Computer Science XLIM, UMR CNRS 7252, University of Limoges, 123 Avenue Albert Thomas, 87060 Limoges Cedex, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2023,11,18]]},"reference":[{"key":"S0219467825500457BIB001","first-page":"79","volume":"20","author":"East M.","year":"2017","journal-title":"Diabetes"},{"key":"S0219467825500457BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2021.109119"},{"key":"S0219467825500457BIB003","doi-asserted-by":"publisher","DOI":"10.23919\/IST-Africa56635.2022.9845523"},{"issue":"2","key":"S0219467825500457BIB004","first-page":"357","volume":"5","author":"Slama-Chaudhry A.","year":"2019","journal-title":"Public Health Panorama"},{"key":"S0219467825500457BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2020.06.013"},{"key":"S0219467825500457BIB007","doi-asserted-by":"publisher","DOI":"10.1186\/s12992-015-0109-9"},{"key":"S0219467825500457BIB008","doi-asserted-by":"publisher","DOI":"10.1038\/ejcn.2017.19"},{"key":"S0219467825500457BIB009","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.k2234"},{"key":"S0219467825500457BIB010","first-page":"e61906","volume":"169","author":"Mezgec S.","year":"2021","journal-title":"J. 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