Transforming skincare recommendations: our hybrid system combines KNN, CNN, and EfficientNet B0 for personalized advice. Published in IEEE, with 80% validation accuracy and 87.10% training accuracy.

"Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color" (ICCV 2023)

Strip skin tone modifiers (as in Fitzpatrick scale) from emoji (🎅🏿 to 🎅)

A skin tone monitor application prototype

A plain text string containing every emoji and skin tone modifier sequence (updated 04.27.21)

A hybrid recommendation system combining Item-Based Collaborative Filtering and Content-Based Filtering to suggest skincare products based on user preferences, product ingredients, and ratings. Features a Flask API and an interactive Streamlit Web App for personalized recommendations.