Inspiration

I, like many others, have began exercising from home more and more due to quarantine, and I have noticed that sometimes when I am unsure how to correctly do an exercise or stretch, I end up in pain the next day after having done an exercise incorrectly. Without a person to spot your mistakes or interactive group fitness classes, where instructors offer insights to correct your form, exercising can lead to unwanted injuries and even chronic pain. I wanted to find a solution that would help correct my form and offer suggestions for improvement.

What it does

Downward Dog is an app that allows you to take a picture of your yoga poses, and the app will automatically identify the pose you are doing and provide a score (out of 100) for your pose. After receiving a score, users can proceed to an informational page for that pose and receive tips and feedback to improve their form and prevent injury based on their score.

How I built it

I built Downward Dog using CreateML and custom trained an image classifier model to identify and score different yoga poses. I incorporated the model in Swift and created an iOS app.

Challenges I ran into

The initial accuracy of my image classifier model was quite low, but after working with augmentation, I was able increase the testing accuracy.

Accomplishments that I'm proud of

Creating a custom image classifier model and incorporating that into an app.

What's next for Downward Dog

I hope to be able to incorporate AR to allow users to view demos of the poses, right in their own homes!

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