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Gil Levi and Tal Hassner, Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns

Convolutional neural networks for emotion classification from facial images as described in the following work:

Gil Levi and Tal Hassner, Emotion Recognition in the Wild via Convolutional Neural Networks and Mapped Binary Patterns, Proc. ACM International Conference on Multimodal Interaction (ICMI), Seattle, Nov. 2015

Project page: http://www.openu.ac.il/home/hassner/projects/cnn_emotions/

If you find our models useful, please add suitable reference to our paper in your work.

	# Timing it
	from time import time
	start_time = time();

	# Import data
	from sklearn.datasets import fetch_mldata
	from sklearn.cross_validation import train_test_split
	mnist = fetch_mldata('MNIST original');
	x_train,x_test,y_train,y_test = train_test_split(mnist.data, mnist.target);