The problem SpotifyAir solves

As someone who listens to music a lot while programming, I often find myself jumping between screens in order to change the music. This results in inefficiency and can break the flow of your work.
SpotifyAir solves this problem by eliminating the need to switch between screens. Powered by ML and Computer Vision, this small addon will allow you to control your music with the "sleight of hands"—air gestures.

Challenges I ran into

The main challenge I ran into while working on this project is using the Selenium and Requests Python modules. I also had to code a custom neural net that was accurate enough while at the same time computationally less intensive, allowing the solution to run in the background without using many resources.