We are all members of the Johns Hopkins Sport Taekwondo Club on campus! Most of us are beginners and have had trouble practicing proper form outside of practice. It's difficult to improve without feedback from experienced people, so we wanted to create a website that could analyze and correct technique (especially when starting out with good form builds great habits!)
What it does
This web-application uses machine learning to provide live feedback on taekwondo punches through a webcam stream. Captured frames were fed into a neural network, which outputs a classification that is converted into text feedback. The corrective information is displayed in real time on the website.
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
We learned how to set up the machine learning environment from scratch, and we learned how to create a website running scripts for streaming video and recording media.
What's next for Get in the Frame
The concept for Get in the Frame could be expanded to other activities that require proper form, such as weightlifting, CPR training, and more!