Inspiration
This application was inspired by a Machine Learning model that detects our facial expression and uses that to give recommendations, in this case songs.
What it does
Song4U uses the camera to understand the facial expressions and based on that it creates a Playlist on Spotify app for users to enjoy.
How we built it
For the Machine learning aspect, we used web scraping, and a website called "Kaggle" to get thousands of pictures of happy and sad faces. Based on that, this app digs out 10 songs from a database of thousands of songs. We used python primarily for the entire application.
Challenges we ran into
We ran into problems for GUI and accuracy of machine learning model because of time constraint of 24 hours. With more time and resources, this can be a great model.
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