MustacheMash will be an awesome website which puts mustaches on all your Facebook friends.
I have implemented face detection in unixpickle/haar. For mustachemash, I used a deep adversarial neural network to learn to place mustaches correctly on faces (with the right angle and size). It is not perfect, but maybe that makes it all the more amusing. Here is an example result:
