Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (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)
Abstract— The rapid adoption of smartphone cameras and AI-based mobile applications has transformed the way users interact with their daily lifestyle activities. In the context of diet management, users expect fast and effortless tools that provide instant feedback on what they eat. Traditional methods require individuals to search for food items, estimate portion sizes manually, and enter data after each meal — a process that reduces consistency and accuracy over time. By leveraging deep learning, the Smart Diet Plan system overcomes these limitations by analyzing food images directly and mapping them to nutritional information stored in a verified database. Once the food is identified, the system immediately calculates calorie intake and visualizes the nutritional breakdown in a user-friendly dashboard where the proposed solution focuses on personalized dietary guidance rather than providing a general calorie table. With advancements in artificial intelligence and deep learning, image-based food recognition has emerged as a promising solution to automate dietary monitoring. By simply capturing a picture of a meal, it is now possible to identify food items with high accuracy and retrieve their nutritional composition from a standard database.
"Smart Diet Planner with food image recognition ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 11, page no.b740-b743, November-2025, Available :http://www.ijrti.org/papers/IJRTI2511182.pdf
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator