Candidate Features

1. Circle fitting - a measure of how likely it is that a circle is present, centered, and contained in the window
2. Average rgb value in window *
3. Variance in window - a measure of contrast
4. Darkness in window - percentage of pixels with rgb value below a threshold *
5. Quadrants - average rgb values of four quadrants *

* Normalize to average rgb of surroundings