balloonpowers

Inspiration

We wanted to make a machine learning program that can recognize shapes you draw in the air

What it does

It creates a Keras model and allows you to post pictures, but it's a failure since it only works 50% of the time (accuracy ~55%)

How I built it

I used a Keras model with Tensor backend. It's coded in python and was originally intended to take in live video feed and process it at intervals after the shape flashes in game.

Challenges I ran into

Getting the dimensions of images right, it was such a pain.

Accomplishments that I'm proud of

Creating the baseline structure for ML program.

What I learned

Java, Android Studio, Convolutional, Pooling Layers

What's next for balloon powers

A larger project with a more through process

Built With

• python