ISSN : 2663-2187

Utilizing LSTM and GRU Deep Learning Models for Optimizing Intermittent Fasting Applications

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M. Jayaram1*, Kotagiri Ashritha2 , Gajawada Sriya3 , Kota Keerthi Reddy4, Kandhi Ganesh Reddy5
ยป doi: 10.33472/AFJBS.6.5.2024. 6933-6943

Abstract

Intermittent fasting is an eating pattern that cycles between periods of eating and fasting. It doesn't prescribe specific foods but focuses on when you eat. Common methods include the 16/8 (16 hours of fasting, 8 hours of eating) and 5:2 (eating normally for 5 days, severely restricting calories for 2 days) approaches. The Intermittent Fasting Application is an innovative digital platform designed to assist individuals in managing their intermittent fasting journey. It provides a comprehensive solution for tracking meal timings, fasting hours, weight, and hydration goals. This application aims to simplify the process of intermittent fasting, making it more accessible and effective for users by offering personalized tracking and reporting features. This digital solution stands out by offering a comprehensive set of tools for monitoring various aspects of fasting such as meal scheduling, fasting intervals, weight fluctuations, and water intake goals. The user-centric design of the application makes it a potent ally in demystifying and streamlining the intermittent fasting process. Its tailored approach allows users to track their progress with precision and receive customized reports. This not only fosters a more accessible fasting experience but also enhances its effectiveness, encouraging adherence to fasting plans through a structured and informed approach. By integrating personalized features, the application caters to the unique preferences and goals of each user. This customization is central to the application's functionality, facilitating a deeply personal fasting regimen that aligns with individual lifestyle choices and nutritional needs. In essence, the Intermittent Fasting Application is a modern-day companion for health-conscious individuals, simplifying complex dietary practices into an intuitive and manageable routine.

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