Udemy - Mastering Neural Style Transfer - Tensorflow, Keras and Python

• Udemy - Mastering Neural Style Transfer - Tensorflow, Keras and Python
• ~Get Your Files Here !/1 - Fundamentals/1 - Introduction.mp4 20.1 MB
• ~Get Your Files Here !/1 - Fundamentals/2 - What is Neural Style Transfer.mp4 20.4 MB
• ~Get Your Files Here !/1 - Fundamentals/3 - About this Project.mp4 15.1 MB
• ~Get Your Files Here !/1 - Fundamentals/4 - Why Should we Learn.mp4 36 MB
• ~Get Your Files Here !/1 - Fundamentals/5 - Applications.mp4 44.6 MB
• ~Get Your Files Here !/1 - Fundamentals/6 - Why Keras and Python.mp4 7.8 MB
• ~Get Your Files Here !/1 - Fundamentals/7 - Why Google Colab.mp4 6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/10 - Activate GPU.mp4 8.3 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/11 - Checking the availability and usage of GPUs.mp4 11.4 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/12 - Mount Google Drive to Google Colab.mp4 5.6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/13 - Necessary library imports.mp4 8.8 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/14 - Setting the directory path.mp4 11.2 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/15 - Displaying the base image and the style reference.mp4 6.7 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/16 - Defining the desired dimensions.mp4 5.6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/17 - Preprocesses an image.mp4 9 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/18 - Convert the generated image back to its original format.mp4 9.7 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/19 - Calculate the Gram matrix.mp4 8.6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/20 - Calculates the style loss.mp4 7.6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/21 - Calculates the content loss.mp4 3.7 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/22 - Calculates the total variation loss.mp4 5.5 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/23 - Loading the VGG19.mp4 6.5 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/24 - Creating a dictionary.mp4 4.2 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/25 - Building a feature extraction model.mp4 6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/26 - Define the names of the style layers and the content layer.mp4 6.6 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/27 - Set the weights.mp4 4.7 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/28 - Calculates the total loss.mp4 25.3 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/29 - Computes the loss and gradients.mp4 7.1 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/30 - Set up the optimizer.mp4 5.3 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/31 - Preprocess the base image style reference image and combination image.mp4 9.4 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/32 - Perform the style transfer optimization loop.mp4 12.8 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/33 - Save and display the final generated image.mp4 10.4 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/8 - code.ipynb 616.1 KB
• ~Get Your Files Here !/2 - Model Building and Prediction/8 - content-image.jpg 170.6 KB
• ~Get Your Files Here !/2 - Model Building and Prediction/8 - Setup the Working Directory.mp4 8.7 MB
• ~Get Your Files Here !/2 - Model Building and Prediction/8 - style-image.jpg 43.3 KB
• ~Get Your Files Here !/2 - Model Building and Prediction/9 - Contents in Directory.mp4 14.2 MB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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