Music Recommendation Engine Based on Facial Expressions
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Content
1
Introduction
The music you would like highly depends on
the persons mood. Thus we are trying to build
a project that recommends music based upon
the mood of the person by making use of the
facial expressions.
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Problem Statement
The system should recognize different
expressions of people.
Based on the expressions predicted, the
system should recommend different music
suggestions to that user.
The application should recommend songs so
that user can play as per his own choice.
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Proposed System /
Project Flow
Capture
photo
Process &
Display
Recommendatio
ns
Detect &
Crop Face
Convert to
standardize
d format
Predict
Expression
Compare it
with
existing
images
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Approach…
Create/obtain an image database.
Train the classifier for predicting Expressions
Create/obtain metadata for recommendations.
Train the classifier for processing
recommendations
Test the system in real time
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Use case Diagram
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Activity Diagram
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References
[1] Expression-Invariant Face Recognition with
Expression Classification
Xiaoxing Li, Greg Mori and Hao Zhang
School of Computing Science
Simon Fraser University, Burnaby, BC, V5A 1S6 Canada
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[2] Component-based Recognition of Faces
and Facial Expressions
Sima Taheri, Student Member, IEEE, Vishal M.
Patel, Member, IEEE, and Rama Chellappa,
Fellow, IEEE