This project delves into a topic I'm particularly passionate about: the intersection of fashion and data science, inspired by the vibrant color palettes of Ghibli films.

I analyzed two of my favorite movies, "Howl’s Moving Castle" and "Nausicaa of the Valley of the Wind," to extract their most prominent colors and use these palettes to inspire fashion outfits.

My analysis involved segmenting the films, conducting frame-by-frame color analysis, and applying K-means clustering to refine the color sets. Initially, I faced some challenges with data storage while extracting frames from the films. However, I efficiently collected the necessary data by optimizing techniques such as reducing the frame extraction rate and using the Color Thief library to capture dominant colors.

The final outcome was a set of 15 representative colors for each film, which served as a foundation for designing visually appealing and thematically consistent fashion outfits.