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FaceMusic

This app detects your emotions based on your picture and creates playlists according to your mood.

YouTube Link: here

Apk Download Link: here

Collaborates: Omer Aden, Almog Reuveny, Saar Barel

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The classification (by CNN model)

To detect faces on an image the application uses ML Kit. After detection complete the face image area converted into greyscale 48*48 pixel format, each pixel represents as [0, 1] float number. Finally, converted area fed to the TensorFlow Light convolutional neural network model (simple_classifier.tflite). The model provide output that consist of probabilities for each class: angry, disgust, fear, happy, neutral, sad, surprise.

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  • Java 100.0%