INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Identifying ingredients from food images and generating recipe problem involves the
task of creating a recipe with a desired dish image as input. In recent years, there has been
increasing interest in developing machine learning methods to solve this problem. This article
presents a review of the current state of the art of generating recipes, focusing on the various
techniques that have been proposed to solve this problem, including neural networks,
probabilistic modelling and so on. and rules-based systems. The paper also discusses
challenges that still need to be addressed in the field, such as the lack of large-scale datasets
and the difficulty of modelling complex cooking techniques. Finally, the paper highlights
several potential future directions for generating recipe research, such as incorporating
additional sources of information, such as users' nutritional preferences and needs, into the
model formula form.
Keywords:
Machine Learning, Semantic Integration, Data Augmentation, Probabilistic Modelling, Algorithm encoding.
Cite Article:
"Identifying Ingredients From Food Images And Generating Recipe", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.g687-g693, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305683.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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