AI BASED FITNESS AND NUTRITIONAL GUIDANCE SYSTEM

Hemalatha S M; Deepika Merlin N; Gowri Shankar A; Raghavardhini T

AI BASED FITNESS AND NUTRITIONAL GUIDANCE SYSTEM

Authors: Hemalatha S M, Deepika Merlin N, Gowri Shankar A, Raghavardhini T

Unique Paper ID: 169655
Volume: 11
Issue: 6
PageNo: 1338-1340

Keywords: Chatbot CNN NLP Nutrition RNN Fitness Health tracking.

Abstract:
Advancements in AI have revolutionized nutrition and fitness applications by enhancing personalization in health guidance. This AI-Driven Nutrition and Fitness Guidance System, developed as a Python-based mobile app, integrates CNNs, RNNs, NLP, and chatbot technologies to provide a comprehensive, interactive health support tool. Through CNNs, users can capture images of food and exercise, enabling the app to recognize food items, estimate portion sizes, and log nutrition data for accurate diet tracking. Additionally, the RNN and NLP-powered chatbot offers personalized advice on dietary habits and workout routines, dynamically adjusting recommendations based on user engagement and progress. Leveraging TensorFlow and PyTorch for AI models and frameworks like Kivy or BeeWare for an intuitive interface, this system delivers a holistic and accessible approach to nutrition and fitness, helping users achieve and maintain their health objectives effectively.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 6
PageNo: 1338-1340

AI BASED FITNESS AND NUTRITIONAL GUIDANCE SYSTEM

Available:https://ijirt.org/Article?manuscript=169655

12 Nov, 2024

A REVIEW ON AUTO INDOOR HYDROPONICS FODDERGROW CHAMBER USING IOT

12 Nov, 2024

AI-Driven Mobile Application for Water Footprint Calculation: Integrating Image Recognition and Regional Agricultural Data for Sustainable Consumption

12 Nov, 2024

VALUE VISION: PRICE PREDICTION

12 Nov, 2024

SKILL FORGE

12 Nov, 2024

SMART BIN-AI BASED WASTE SEGREGATION WITH MONITORING SYSTEM

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry