8 - Setup the Working Directory
8 - code.zip
8 - content-image.zip
8 - style-image.zip
9 - Contents in Directory
10 - Activate GPU
11 - Checking the availability and usage of GPUs
12 - Mount Google Drive to Google Colab
13 - Necessary library imports
14 - Setting the directory path
15 - Displaying the base image and the style reference
16 - Defining the desired dimensions
17 - Preprocesses an image
18 - Convert the generated image back to its original format
19 - Calculate the Gram matrix
20 - Calculates the style loss
21 - Calculates the content loss
22 - Calculates the total variation loss
23 - Loading the VGG19
24 - Creating a dictionary
25 - Building a feature extraction model
26 - Define the names of the style layers and the content layer
27 - Set the weights
28 - Calculates the total loss
29 - Computes the loss and gradients
30 - Set up the optimizer
31 - Preprocess the base image style reference image and combination image
32 - Perform the style transfer optimization loop
33 - Save and display the final generated image
