Inspiration
What it does## Inspiration
We were inspired by some of our parents who are always saying that yoga is great for you, so we decided to take yoga and use it to unite people.
What it does
It corrects people doing yoga using a MediaPipe model, it uses a skeleton based on people's join to analyze their posture and form. There's also various meditation and breathing methods for various times of the day. Finally, the community page allows people to join together and share thoughts.
How we built it
We analyze the person's form using a MediaPipe model trained using datasets from Kaggle, and the model analyzes the posture by looking at the appendages connecting joints. The community page allows people to post things on the community board, and the other posts come from post scraped from Reddit about people's experiences with yoga.
Challenges we ran into
The Wi-Fi started bugging near the end of the work period and as a result our API calls weren't going through. Additionally, we had trouble with Reddit's API as it wouldn't allow us to initially generate an API key.
Accomplishments that we're proud of
We're proud of the accuracy of our model in predicting poses and recommending the right moves in correcting the posture.
What we learned
We learned how to deal with challenges that we can't predict, especially like the Wi-Fi
What's next for Open Breath
We'd like to have the Community page go beyond just scraping Reddit and have real users.
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