facial_emotion_recognition

This repository contain facial expression using cnn, you can also use webcam as realtime facial expression detection.

Dataset

for dataset I use FER 2013 from kaggle, you can download here https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

Dependency

• Keras
• Tensorflow
• Opencv

Pretrained model

For keras model you can download here https://drive.google.com/file/d/0B6yZu81NrMhSV2ozYWZrenJXd1E/view?usp=sharing and put in keras_model file

##How to use

1. For real time facial emotion recognition you can execute command: python realtime_facial_expression.py

2. For detecting the facial expression in image you can execute the command python image_test.py tes.jpg

Image testing example

Demo Image example

Credit

This code credit goes to adamaulia. I've merely created a wrapper to get people started.