Deepdiet: Food Recognition and Nutritional Estimation

Shubham Subhash Bhange1, H.Venkata Subbaiah2, Naga Manikanta3, P.Dinesh Divyakanth4,
D.Abhishek5, K.Ashwin6
Student1,3-6, BTech (CSE) From Sphoorthy Engineering College, Hyderabad.
Assistant Professor2, Dep of CSE, Sphoorthy Engineering College, Hyderabad

ABSTRACT:DeepDiet is an advanced Artificial Intelligence-driven web application developed to facilitate automated dietary monitoring through intelligent food image analysis and nutritional estimation. The primary objective of the system is to provide users with a seamless, efficient, and data-driven approach to tracking daily food consumption without the limitations of manual input. The application leverages state-of-the-art multimodal computer vision capabilities through the Gemini Vision API to accurately identify food items, infer portion sizes—such as the number of rotis, servings of rice, or quantities of curry—and compute comprehensive nutritional metrics, including caloric value, protein content, carbohydrates, and fats.