Inspiration
Almost everyone nowadays has tried to use a fitness App as we search for a healthier live. Although we have access to many Apps, fitness trackers or wearables we are not getting healthier. We as team healthyFalcon decided to make use of the devices and health tracking Apps to inspire, advice and motivate people to live a healthier life and to reach their fitness goals.
What it does
This App tries to replace the yearly healthy check-ups at a medical doctor by making the health assessment affordable for more people by using all the accessible technology. Given a health condition, it tries to give advices on types of exercises to do and by using Posture detect with TensorFlow. It intends to have regular check-up on monthly basis where after each check-up compares the current exercise performance with the previous one. The user sees the progress overtime, gets advices when needed and is rewarded with badges to make it more exciting.
How we built it
Using a variety of frameworks (tensorflow posenet, react, etc) and wearable device datasets, created a web application that aggregates and evaluates the different data sources, performs a health assessment based on your webcam, and provides targeted exercises.
Challenges we ran into
Embedding with Tensorflow PoseNet. Time pressure (while having a slow internet connection). :)
Accomplishments that we're proud of
That we're not re-inventing the wheel building the 100th workout app but building on top of what's already out there.
What we learned
That this is an exciting field we'd love to continue working on in the future.
What's next for Health Journey
- Integration of more recommendations and exercises during the health assessment
- Expansion to Mental health (vs "just" physical health)
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