Food Image Recognition and Calorie Prediction System using CNN
With the growing emphasis on health awareness and lifestyle management, there is a rising demand for systems that can monitor daily food intake and assess its nutritional value. Food Image Recognition and Calorie Prediction system introduces an AI-powered system designed to help individuals achieve their personalized health and fitness objectives. By leveraging image processing and machine learning algorithms, the system automatically identifies food items and accurately estimates their calorie content. This framework holds the potential for integration into mobile health applications, enabling users to effectively manage their nutrition and maintain a balanced lifestyle.
Authors
- T. P. Kausalya Nandan (ORCID: https://orcid.org/0000-0002-7720-8905)
- Mareddy Anusha (ORCID: https://orcid.org/0009-0005-6155-6744)
- K. Charan Kumar (ORCID: https://orcid.org/0000-0002-9192-9354)
- Mohammed Kaif
- M. Shivani
- Pathakoti Sree Mithra
Institutions
- Varsha Bioscience and Technology (India) (IN)
Publication Details
- Published
- 2025-08-04
- DOI
- https://doi.org/10.1109/icscsa66339.2025.11170907
- Primary Topic
- Nutrition, Health and Food Behavior
- Type
- article
- Field-Weighted Citation Impact
- 0.00