Image Processing: Applying Styles to Images
Our Code
Our Git repository can be viewed and cloned with this link:
https://github.com/deedstho/ImageProcessing.git
content_reconstruction.m
This script performs gradient descent on a white noise image to reproduce and input image.
one_layer_net.m
This function is called in big_test.m. It runs single layer CNN forwards and backwards.
starterCode.m
This code demonstrates 2D convolution performed by a small convolutional neural network.
loss.m
This helper function computes the content loss function described in “A Neural Algorithm of Artistic Style”.
der_loss.m
This helper function computes the gradient of the content loss function described in “A Neural Algorithm of Artistic Style”.
read_and process.m
This helper function pre-processes a JPG as described in “A Neural Algorithm of Artistic Style”.
create_white_noise.m
This helper function produces a white noise image used for gradient descent.