music recommendation engine based on facial expressions

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Music Recommendation Engine Based on Facial Expressions

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Title of project

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.1Problem StatementThe 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.2Proposed System / Project FlowCapture photoDetect & Crop FaceConvert to standardized formatProcess & Display RecommendationsPredict ExpressionCompare it with existing images3ApproachCreate/obtain an image database.Train the classifier for predicting ExpressionsCreate/obtain metadata for recommendations.Train the classifier for processing recommendationsTest the system in real time

4Use case Diagram5

Activity Diagram6

References[1] Expression-Invariant Face Recognition with Expression Classification Xiaoxing Li, Greg Mori and Hao ZhangSchool of Computing ScienceSimon Fraser University, Burnaby, BC, V5A 1S6 Canada

7[2] Component-based Recognition of Faces and Facial ExpressionsSima Taheri, Student Member, IEEE, Vishal M. Patel, Member, IEEE, and Rama Chellappa, Fellow, IEEE89Thank You