/emotion-recognition-neural-networks

Emotion recognition using DNN with tensorflow

Primary LanguagePython

Emotion recognition with CNN

This repository is the out project about mood recognition using convolutional neural network for the course Seminar Neural Networks at TU Delft.

Angry Test

67% Accuracy

Angry Test

Dependencies

Dataset

We use the FER-2013 Faces Database, a set of 28,709 pictures of people displaying 7 emotional expressions (angry, disgusted, fearful, happy, sad, surprised and neutral).

You have to request for access to the dataset or you can get it on Kraggle.

Usage

$ python emotion_recognition.py poc

Paper

Link