Flappy Bird and Exercise

Inspiration

When we were looking through problems with health, we noticed that although many people wanted to exercise and get healthier. However, this required much effort, something people don't want to do. So we started thinking about how to motivate people to exercise and decided to make it into a game.

What it does

We created an iPhone app to do this. This code first recognizes which exercise a person is doing in a live feed from the camera. Depending on the exercise and how long it is done, points are awarded. Using these points, you can play a game of flappy bird.

How we built it

The first that we had to do was recognize if someone was exercising and which type. We used Apple Vision to recognize body parts. After that, we found a neural network classifier that takes multiple frames of the vision data and outputs the probability of each exercise. Then we have a summary tab that has the data of each exercise and then awards 1-4 points per minute and then sums the amount. Using 5 points, you can play a game of flappy bird.

Built With

• swift
• vision