Using Machine Learning to predict the type of exercise from movement data
134
stars
3
commits
Swift
primary language
May 14, 2025
updated
Try out my budgeting app! 🙂 → monee-app.com
Just like all the content here on the site, it’s completely free—so I’d really appreciate a rating and a review!
Exermote is a fitness app prototype, which is capable to detect Burpees, Squats and Situps and to count related repetitions. The exercise recognition is done with Convolutional LSTM Neural Networks.
It will take some time until .gif is loaded. Have a look on youtube for the raw video with sound.
The project is divided into following steps:
Checkout links for further documentation.
3 commits
Swift
82.7%
Python
12.1%
Objective-C++
3.2%
Using Machine Learning to predict the type of exercise from movement data
134
stars
3
commits
Swift
primary language
May 14, 2025
updated
Try out my budgeting app! 🙂 → monee-app.com
Just like all the content here on the site, it’s completely free—so I’d really appreciate a rating and a review!
Exermote is a fitness app prototype, which is capable to detect Burpees, Squats and Situps and to count related repetitions. The exercise recognition is done with Convolutional LSTM Neural Networks.
It will take some time until .gif is loaded. Have a look on youtube for the raw video with sound.
The project is divided into following steps:
Checkout links for further documentation.
3 commits
Swift
82.7%
Python
12.1%
Objective-C++
3.2%