International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 10 Issue: 05 | May 2023
p-ISSN: 2395-0072
www.irjet.net
Fitness Trainer Application Using Artificial Intelligence Sushma V1, Kavya L G2, Kavya G D3, Deekshitha B S4 , Harshitha K G5 1Assistant Professor, Dept. of Computer Science and Engineering, ATME College of Engineering, Karnataka, India 2,3,4,5Students, Dept. of Computer Science and Engineering, ATME College of Engineering, Karnataka, India
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Abstract - Artificial intelligence in fitness is revolutionizing
Our application will be useful for the following categories of people:
the fitness industry which is making home workouts smarter and better. In our work, we introduce DietFit, which is a combination of diet planner and exercise tracker. This is an application that detects the user’s exercise pose, counts the specified exercise repetitions, provides an alert on each set of repetitions, also alerts how many calories are burnt during the workout and how the user can improve their form by providing the user with complete dietary plan. The application uses the MediaPipe to detect a person’s pose, later analyses the geometry of the pose from the dataset in real-time video and counts the repetitions of the particular exercise. In this application we use the Harris-Benedict formula for BMR calculation and for recommending the diet. In that Breakfast, Lunch, Dinner all these three things are recommended along with snacks. We have used TDEE (total daily energy expenditure) formula to calculate the amount of energy in calories you burn per day. This application allow users to do their regular exercise with the help of an AI trainer at home, also this application is beneficial to users to maintain their physical fitness and diet in order to get solved their various health problems.
1. INTRODUCTION In our work, we introduce an application that is useful for both exercise tracking and diet planning. This is an AI-based workout assistant and fitness guide to guide people who don’t have access to a gym but are still willing to work out at home.
People who feel gym fees are not Affordable to them: For that people, we are making an online AI-based trainer, which will help them to do the correct exercise and also alerts them for each set of repetitions along with to know how many calories burnt to make them live a comfortable life.
3.
People who feel dietician’s fees are not Affordable to them: For that people, we are making an online AI-based dietary plans, which will help them to maintain their dietary plans and keep them healthy.
DISADVANTAGES OF EXISTING SYSTEM
In the 21st century people are moving towards an unhealthy nature and bad health. there are various reasons because the people are getting lazy in case of their physical fitness and getting crazy about food due to the food vloggers for example, social media is there, then their workload, lack of motivation, and there are so many people who think that physical fitness and dietary plans require a lot of investment in case of a gym or for fitness equipments and may lead to lack of taste for their tastebuds if they go with dietary plans. But in fact, if you don't have any equipment and tasty dietary plans, then also you can able to perform the exercise along with your dietary plans and become fit and healthy.
Impact Factor value: 8.226
2.
In the current system, people has to go to the gym to keep their physical health in a balanced state, but many people cannot afford them, and also now a days they may not be able to do workouts in the gym properly due to the huge crowd, and also for some people its lack of motivation, and also if we come to the dietary plans for their food diet, most of them are not able to take dietary plans due to the food cravings, now a days it happens mostly because of the food vlogs which tempts the people to their favorite food items and ruin their food diet and people are not able to maintain the healthy life.
Benedict Formula, Total Daily Energy Expenditure
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People who have a very huge workload: From that people, we are going to take very less time around 20-25 min per day from there 24 hours to make their physical fitness, healthy and make them feel fresh.
2. EXISTING SYSTEM
Key Words: Media Pipe, TensorFlow, Opencv, Harris
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1.
1. The requirement of a personal trainer for the workout. 2. The cost is expensive to pay for gym trainers and dieticians. 3. The repetition counts may miss. 4. Hard to remember the diet plan.
3. PROPOSED SYSTEM The suggested method is detecting postures of the workout along with displaying repetitions count, set count also alerting the user with a beep sound for each set and also give information regarding how many calories are burnt during the workout and the proper dietary food plan is
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