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Code for "Facial Emotion Recognition using Convolutional Neural Networks" - AICV '18

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akashsara/emotion-recognition

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Adaptive Content Generation using Facial Recognition and Deep Learning

Project developed by Akash Saravanan and Gurudutt Perichetla for SVCE Innovates 2018.

Instructions

  • Notebooks 1 through 4 details our progress from preprocessing that data, exploring it, creating models from it and implementing the model.

  • The last notebook contains all the other models that we used including the ones we discarded while tuning the hyperparameters.

Dataset used: FER-2013

Dataset is freely available and the code may be run locally if you have the 'fer2013.csv' file. Feel free to use our work in yours but do credit us ;)

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Code for "Facial Emotion Recognition using Convolutional Neural Networks" - AICV '18

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