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This android app makes use of the phone's camera to count how many pushups and/or squats one can do and store the count data in a database. The count histories can be seen in detail in this app. We have integrated machine learning in this project. You can install my app by dowloading the apk file from: https://drive.google.com/file/d/10akRuapFdpP6tzke4zwlf_monXGYwkfZ/view

Home Page: https://drive.google.com/file/d/10akRuapFdpP6tzke4zwlf_monXGYwkfZ/view

Kotlin 59.38% Java 40.62%
machine-learning deep-learning k-means-clustering unsupervised-learning pose-estimation tensorflow-lite ml-kit android kotlin java android-studio

pushup-and-squats-counter's Introduction

Pushup and Squats Counter

This android app makes use of the phone's camera to count how many pushups and/or squats one can do and store the count data in a database. The count histories can be seen in detail in this app. We have integrated machine learning(pose estimation and K-means clustering) in this project. You can install my app by dowloading the apk file from here

Screenshots of the app

Home Page Info Page Database Database Exercise Types Camera Camera Camera Count Finished Page

How to use

  1. Import the project on android studio.
  2. Build the file.
  3. Connect your phone to the workstation through USB.
  4. Click run.

Credits

The following repositories helped me to learn many things for implementing my project.

  1. https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite
  2. https://github.com/googlesamples/mlkit
  3. https://github.com/android/sunflower

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