Inspiration
As of the recent pandemic, I as well as many of my closer friends have struggled to find various ways to stay fit without training centres and gyms. After all, good fitness is a healthy mind. Even though gyms are closed, exercises like sit-ups and pushups which are non-dependent on gym equipment are available. However, when performing these exercises it was very difficult to ensure my posture and the way we were doing it was correct.
What it does
ExerciseAI uses Google mediapipe's API detection to estimate your pose and tell you if the exercise you are doing is correct. Using their landmark system, I calculated the angles each body part was making for each exercise to determine the count & status.
How we built it
Python, Mediapipe, KNN Classifier
Challenges we ran into
NSException Error
Accomplishments that we're proud of
Proud that my exercise detection actually works
What we learned
- How to use Mediapipe Pose detection
- Counting reps
- Attempt at using Flask
What's next for Exercise AI
Actually create an application interface for ios, android or pc Make it so you dont need to choose what exercise you're doing, it automatically detects it and adds it to the list Maybe include and nutrition count and timer
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