iridiumtao / ACMS

This is a school project

Adaptive Music Controlling System

Adaptive Music Controlling System is a system that automatically plays suitable background music according to one restaurant environment picture.

We use Azure Computer Vision to obtain image tags, then use k-NN to group the tags to identify restaurant types, and then play appropriate music through Spotify Web API.

Techs

• Python
• Data analysis
• Data pre-processing
• k-NN Algorithm
• Spotify Web API
• Microsoft Azure

Sample Result

Reference and APIs

Microsoft Azure

Quickstart: Computer Vision client library for Python

pip install azure-cognitiveservices-vision-computervision

Spotipy

pip install spotipy