International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 10 Issue: 04 | Apr 2023
p-ISSN: 2395-0072
www.irjet.net
Fitomatic: A Web Based Automated Healthcare Supervision and Monitoring App Kingshuk Debnath1, Anusha Sunilkumar2, Neha Bhange3, Elrisha Dsilva4, Dilip Dalgade 1Student, Computer Engineering, MCT’s Rajiv Gandhi Institute of Technology, Mumbai, India. 2Student, Computer Engineering, MCT’s Rajiv Gandhi Institute of Technology, Mumbai, India. 3Student, Computer Engineering, MCT’s Rajiv Gandhi Institute of Technology, Mumbai, India. 4Student, Computer Engineering, MCT’s Rajiv Gandhi Institute of Technology, Mumbai, India.
Assistant Professor, Computer Engineering, MCT’s Rajiv Gandhi Institute of Technology, Mumbai, India. ---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - In recent times, people all around the world
health-related problems [1] such as eye strain, mental stress, irregular sleep patterns, obesity, decreased immunity, etc. Immense emphasis has been put on by bodies like WHO (World Health Organization) since the spread of COVID-19 started increasing, on improving our health and immunity for being safe from the coronavirus and proper diet and exercise plays a pivotal role in making our bodies healthier. Some mobile applications provide expert support and sessions on a paid basis to get a more personalized and focused option for training and guidance. Thus, a product that is free of cost is needed so that it can be used by all.
have realized the importance of maintaining a healthy lifestyle. Thus, more and more people have decided to focus on having a healthy and fit body. However, monitoring health and fitness without proper assistance could be confusing and difficult. To achieve a healthy and fit body, not only exercise but also a proper diet should be followed. Also, every individual has different fitness goals and thus, for every individual the fitness regimen differs. Keeping all these constraints in mind, we have proposed a system that helps beginners as well as fitness enthusiasts take the first step to achieve their fitness goals. Our solution aims to help individuals improve their quality of life, by recommending healthier diet and exercise plans by analyzing their BMI and monitoring the exercises done by the user. Since many individuals cannot make time out of their busy schedules to visit the gym, this system is beneficial to them because they can perform exercises and also get them monitored virtually without the need of a physical trainer.
1.2 Research Studies Although people are becoming more and more healthconscious, they still do not have the time to dedicate to going to the gym. This explains why working people all around the world prefer health and fitness tracking apps. Recent Statistical studies show that within the first week of lockdown, the Daily Active Users (DAU) in Health & Fitness Apps category saw an upsurge of almost 14%. This led to a tremendously high download growth rate, nearly 157% was observed in-home fitness apps in India [2].
Key Words: Machine Learning, MediaPipe, KNN, Fitness, Pose Detection, Recommendation, BMI.
1.INTRODUCTION
Therefore, a method is required which is much more accessible and at the same time, is reliable. In this work, we aim to:
In our work, we introduce Fitomatic, a web app which tracks the fitness activities of users, their diet and meal tracking, and detects the users exercise posture. Owing to busy schedules and work pressure people are not paying attention to their health and fitness. Physical inactiveness is the most important problem in today’s generation. It is important to understand that diet and exercise varies from users having different lifestyles, height, weight, sex, age, and activity level, however diet and exercise are both correlated.
1.1 Importance of Fitness The importance of having good physical fitness cannot be stressed any further in the times that we find ourselves right now. People have been struggling with various
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Provide a platform to satisfy all of users’ needs at one place.
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Provide accurate and proper training, all at the convenience of users.
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Provide constant feedback to improve the quality of performance of users.
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Provide healthy diet plans which suit the user, taking into consideration their allergies and workout regimen.
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