Inspiration
My parents often feel like they should start exercising. But due to the lack of support or just inconvenience, they often tend to just give up. So we decided to build an app with them in consideration, to help them pursue their fitness goals on their own.
What it does
The app merges computer vision with acceleration data from our phones to provide an in-depth and comprehensive analysis of your workout, which you can personally choose.
How we built it
To build this app, we needed captured accurate body positioning data from our computer's camera, along with accelerometer data, which we sent to a computer for processing. We use machine learning to analyze the user's form, and return a summary of the workout.
Challenges we ran into
We ran into a number of problems integrating phone accelerometer input with computer vision
Accomplishments that we're proud of
We're quite proud of linking our Phone's supplementary data to our computer for Real-Time Input
What's next for FitMotion
We would love to add support for account data between visits, so users have a stronger sense of continuity. We also want to add a better system for detecting errors in the user's form
Built With
- javascript
- ml5
Log in or sign up for Devpost to join the conversation.