Using machine learning, I created a model which can identify whether something is Anime or not. I used an image scrapper to scrap Twitter and Discord for over 7000 profile pictures, which I then manually sorted into the two categories (Anime, not Anime).

After that, I integrated the model into a Discord bot. Whenever a user sends a message, the bot puts their profile picture through the model to determine if it is anime. Depending on the bots 'aggression level' it has a variety of ways to react.

aggression level 0: it does nothing
aggression level 1: it asks for the user to change their profile picture
aggression level 2: it moves the user to a private section of the server
aggression level 3: it kicks the user
aggression level 4: it bans the user

Users are also able to have some fun by using an 'analyze' command with any image and the bot will respond with how anime it thinks it is.

VIDEO:
https://youtu.be/xs8R64AbYL0