Human Physical Activities Based Calorie Burn Calculator Using LSTM

Kalpesh, Jadhav; Rushikesh, Jadhav; Swaraj, Kalbande; Rohan, Katta; Bharadwaj, Rakhi

doi:10.1007/978-3-031-18497-0_31

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2023

2024

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Cited by 2 publications

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“…The World Health Organization (WHO) [5] There are many factors that affect the calories burned, but anyone can be modified their diet chart or activity level to get the desired results. There is a study in the literature that used ml and data mining to diagnose problems.…”

Section: Literature Surveymentioning

confidence: 99%

A Study on Calories Burnt Prediction Using Machine Learning

Panwar¹,

Bhutani²,

Sharma³

et al. 2023

ITM Web Conf.

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In this growing technological era, People are less aware of their health and mental stability. Due to lack of time, they intake more junk food than healthy options, which leads to an increase in the total calorie rate in their body. which is a major cause of obesity a calorie is the rate of energy stored and energy expenditure. People nowadays want quick solutions to every problem they want to exercise less and get more results, so to check the level of improvement and the burnt calories level after exercise in the human body we came up with this machine Learning System which takes some attributes as input and gives approximate calories burnt value which will motivate people to do more exercise and will show their daily growth The project is nourished with more than 15,000 data and its MAE (Mean Absolute error) is 1.48 which will enhance over time for better Results.

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Section: Literature Surveymentioning

confidence: 99%