Guess-a-Sketch

Half party game, half neural net.

Each round, you get a prompt (eg "cat"). Draw it! Well, as best you can, until the timer runs out. Get points based on the quality of your drawing.

Points are awarded by a program which can recognize objects in napkin-quality sketches. The program learns how to do this using a convolutional neural network.