Color-Based Music Playlist Generator

This project introduces a cutting-edge color-based music recommendation system that suggests playlists based on the dominant color extracted from user- uploaded images. Utilizing the Color Thief library, the system dynamically analyzes the image’s color composition to tailor music recommendations. A user-friendly web interface allows for seamless interaction, while the Fisher-Yates shuffle algorithm ensures unique playlist arrangements with every use. This novel approach enhances music recommendation systems by incorporating environmental and aesthetic inputs, creating a deeply personalized listening experience. The modular design facilitates scalability, paving the way for future enhancements like machine learning integration and expanded features.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-22
DOI
https://doi.org/10.5281/zenodo.14544056
Primary Topic
Cancer Treatment and Pharmacology
Type
article
Field-Weighted Citation Impact
0.00
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article

Color-Based Music Playlist Generator

Zenodo (CERN European Organization for Nuclear Research)
Cancer Treatment and Pharmacology
article

Color-Based Music Playlist Generator

article en

Abstract

This project introduces a cutting-edge color-based music recommendation system that suggests playlists based on the dominant color extracted from user- uploaded images. Utilizing the Color Thief library, the system dynamically analyzes the image’s color composition to tailor music recommendations. A user-friendly web interface allows for seamless interaction, while the Fisher-Yates shuffle algorithm ensures unique playlist arrangements with every use. This novel approach enhances music recommendation systems by incorporating environmental and aesthetic inputs, creating a deeply personalized listening experience. The modular design facilitates scalability, paving the way for future enhancements like machine learning integration and expanded features.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 48%
Cancer Treatment and Pharmacology
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Color-Based Music Playlist Generator · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS