It's that time of the year again when the naughty elves return to terrorise our homes during the festive season, causing mischief and pulling pranks.

To help combat this, I will create a naughty elf detector or a "naughty elf early warning system" if you like. I will train an image classification model to identify naught elves and respond accordingly.