A convolutional neural network implemented in Tensorflow for facial recognition
This is a convolutional neural network implemented in Tensorflow for facial recognition. I used Yale's Face Database(http://cvc.cs.yale.edu/cvc/projects/yalefaces/yalefaces.html) for training and testing the model.
In the figure below I compare the accuracy of the model on the testing set with and without dropout after 200 epochs. Learn more about dropout here https://www.cs.toronto.edu/~hinton/absps/JMLRdropout.pdf
And the following figure shows how the loss function decays with training...
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