Exercise Form Evaluator

Inspiration

We like to workout and having good form is imperative for making gains and staying safe. Thus, we tried to create a form evaluator that will help people correct their form.

What it does

It uses pose estimation to find the pose of a correct form, and we were working on being able to upload your own video to compare yourself to it.

How I built it

We built it using posenet (https://github.com/tensorflow/tfjs-models/tree/master/posenet) in a website.

Challenges I ran into

Being able to upload a video, load it onto a page, and then have it be processed by the posenet.

Accomplishments that I'm proud of

Being able to apply the posenet onto a pre-recorded video and display it.

What I learned

Using different functionalities of HTML and using javascript for more than just basic website logic

What's next for pose estimation for exercise form evaluation

Being able to upload your own video for comparison and overlay a scaled template pose onto that video.

Built With

• html
• javascript
• posenet