Discord Goes Hard Bot

Discord bot to detect if the message "goes hard" using machine learning, and then turn that message into some sort of meme.

How it works

• Scans messages on a given guild in discord,
• Translates them into english, using language detection from googletrans,
• Every message is scanned and fed into handcrafted model, that is loaded using pickle,
• Model created using Decision Tree Classifier, from sklearn,
• Data handcafted and flagged manually utilizng tkinter GUI for convenience,
• No message is ever saved or stored! It is deleted as soon as it is processed and flagged,
• The model does not train on any users messages. It trains on datased created using wonderwords + DialloGPT, stored in SQLite3 utilising SQLAlchemy,
• If the message is deemed "hard" the bot takes one of the images in resource folder and creates a meme with it using PIL,
• Utilizes complex discord perms,
• Uses dotenv for correct secret shadowing.
• Working commands

Example: