Date of Publication :15th March 2025

Abstract: Color harmony is a critical aspect of fashion design and outfit coordination. This research presents a computational approach to analyzing color combinations in fashion datasets using HSL (Hue, Saturation, Lightness) color theory and web-based color naming tools. By converting hexadecimal color values to HSL format, identifying complementary and analogous colors, and generating recommendations based on item types and color harmony principles, this system provides a structured framework for automated outfit recommendations. Results demonstrate the efficacy of the approach, while also highlighting limitations in handling edge cases like neutral tones (black, white, gray).

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