Authors:

    Mahmoud Zidan	
    Abdallah Mohamed
    Ahmed Osama



Main scripts: 

    images_test.ipynb - Read in a single image, add the correct emoji, and write to file
    video_test.ipynb  - Run emotion detection in real-time (webcam - video)
   	reTrain_model.ipynb   - Trains the model
   	face_detection.py - our face detection code
    img_ResNetv1_mz.ipynb - using 32 layer resnet (image)
    vid_ResNetv1_mz.ipynb - using 32 layer resnet (webcam - video)
Main Requirements:
	Lasagne
	Theano
	OpenCv
	dlib
	numpy
	jupyter notebook
Dataset link:
https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data