Dr Adrian Rosebrock has written several tutorials on deep learning with Python image searches. Well, now he’s used a Raspberry Pi and deep-learning system Keras to develop a video stream detector that alerts you when Santa Claus enters the frame and flashes the lights on a Pi Hut Christmas Tree.
You can see more in the video below and read more on his blog which features an extensive tutorial.