Fitness Navigator
Navigate Your Way Towards Fitness
Created on 29th April 2024
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Fitness Navigator
Navigate Your Way Towards Fitness
The problem Fitness Navigator solves
Since, everyone requires a personalised fitness navigator to achieve their fitness goals. So, we created a device which can detect what exercise the person is performing using machine learning. This device can be further used to correct the body posture of the person in the future. To resolve this problem, we used esp32 microcontroller and adxl accelerometer which detects the movement of the person and determine what exercise the person is perfoming, this will help the person to check and navigate his fitness.
Challenges we ran into
To build this project, we ran among multiple challenges like collecting the diverse dataset as the dataset required to resolve this issue is not present. Also, running the machine learning model over a microcontroller was a tricky part as microntroller have very low memory and RAM and the microcontroller that we used i.e. ESP32 have only 4 MB of memory. So running the Machine Learning model and predict the accurate results was the biggest challenge we faced.
Technologies used