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MUZIC MAESTER

MUZIC MAESTER

Create your unique vibe with your mood being captured from your facial expressions along with a text promt using GenAI.

Created on 16th April 2024

MUZIC MAESTER

MUZIC MAESTER

Create your unique vibe with your mood being captured from your facial expressions along with a text promt using GenAI.

The problem MUZIC MAESTER solves

Generating Music that matches your vibe.
Detection of age, gender, mood(happy,sad, anger etc,), background color.
Selection of music is hard because it happens sometimes when we can not decide what to listen.So, given such condition our model can serve the need to generate unique music by capturing their face thus detecting facial expression, background details.
It can give best music based on when user is busy in activites like cooking, cleaning, driving etc.
Existing models are biased on users previous songs history(working on recommondation system) and cannot give realtime and unique music.
But, our model is generating realtime music and the whole process is automated. Also, user is flexible to edit the text prompt any time. Intially, text prompt is generated from image captured through webcam which is then used for feature extraaction like age, gender,emotions and background color. Later, these features are getting converted into text prompt in realtime for music generation.

Challenges we ran into

Mood Detection are assumption based on internet surveys. Deploying on google cloud was challenging. We have implemented this project using flask. Integrating web server with python application. Handling of large generative models. Lack of GPUs had limited us.

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