ebnerlena / can-I-joke-on-you

Can I Joke on you? An application that learns from user's facial expressions whether or not he likes the jokes he is told and then continues to play more jokes from the topics the user likes.

Can I joke on you?

Team

• Anicet Nougaret
• Lena Ebner
• Jens De Bock

Idea

A robot that tells jokes to the user. Able to detect the user’s facial expressions, he learns to pick jokes the user seems to like.

Get Started

• docker-compose up

Content

• Joke Recommender
• Emotion Classifier
• Robot UI
• Presentations
• Happiness Evaluation
• UX Evaluation
• Demo Videos

Links

• General Document
• Presentation 01
• Presentation 02
• Presentation 03
• Presentation 04

Resources

• https://huggingface.co/docs/transformers.js/index
• https://python.langchain.com/docs/use_cases/tagging
• Joke Dataset: https://www.kaggle.com/datasets/abhinavmoudgil95/short-jokes
• Smile Dataset:
  • https://www.kaggle.com/datasets/ananthu017/emotion-detection-fer
  • https://www.kaggle.com/datasets/chazzer/smiling-or-not-face-data
• Three.js https://threejs.org/examples/#webgl_animation_skinning_morph

Deployment

VM IP: 193.170.119.173

• Frontend https://joke.servegame.com

• Backend http://joke-api.servegame.com

• install https certificat sudo certbot --nginx --agree-tos --preferred-challenges http -d joke.servegame.com

• both were started with pm2 and nginx reverse proxy

  • pm2 start recommender.py --interpreter python3 --name "recommender"
  • pm2 start npm --name "robotui" -- start

• pm2 monit

• pm2 status

• pm2 logs

Logs can found in: https://joke.servegame.com/results