Mastering Neural Style Transfer - Tensorflow, Keras and Python --> [ DevCourseWeb ]
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| Torrent Size : | 373.78 MB |
Mastering Neural Style Transfer - Tensorflow, Keras and Python --> [ DevCourseWeb ]
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Torrent File Content (38 files)
[ DevCourseWeb.com ] Udemy - Mastering Neural Style Transfer - Tensorflow, Keras and Python
Get Bonus Downloads Here.url -
Get Bonus Downloads Here.url -
182 bytes
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1 - Fundamentals/1 - Introduction.mp4 -
1 - Fundamentals/1 - Introduction.mp4 -
20.06 MB
1 - Fundamentals/2 - What is Neural Style Transfer.mp4 -
20.39 MB
1 - Fundamentals/3 - About this Project.mp4 -
15.1 MB
1 - Fundamentals/4 - Why Should we Learn.mp4 -
36.02 MB
1 - Fundamentals/5 - Applications.mp4 -
44.63 MB
1 - Fundamentals/6 - Why Keras and Python.mp4 -
7.83 MB
1 - Fundamentals/7 - Why Google Colab.mp4 -
5.99 MB
2 - Model Building and Prediction/10 - Activate GPU.mp4 -
8.34 MB
2 - Model Building and Prediction/11 - Checking the availability and usage of GPUs.mp4 -
11.37 MB
2 - Model Building and Prediction/12 - Mount Google Drive to Google Colab.mp4 -
5.63 MB
2 - Model Building and Prediction/13 - Necessary library imports.mp4 -
8.78 MB
2 - Model Building and Prediction/14 - Setting the directory path.mp4 -
11.19 MB
2 - Model Building and Prediction/15 - Displaying the base image and the style reference.mp4 -
6.72 MB
2 - Model Building and Prediction/16 - Defining the desired dimensions.mp4 -
5.63 MB
2 - Model Building and Prediction/17 - Preprocesses an image.mp4 -
9.02 MB
2 - Model Building and Prediction/18 - Convert the generated image back to its original format.mp4 -
9.7 MB
2 - Model Building and Prediction/19 - Calculate the Gram matrix.mp4 -
8.6 MB
2 - Model Building and Prediction/20 - Calculates the style loss.mp4 -
7.59 MB
2 - Model Building and Prediction/21 - Calculates the content loss.mp4 -
3.66 MB
2 - Model Building and Prediction/22 - Calculates the total variation loss.mp4 -
5.51 MB
2 - Model Building and Prediction/23 - Loading the VGG19.mp4 -
6.55 MB
2 - Model Building and Prediction/24 - Creating a dictionary.mp4 -
4.21 MB
2 - Model Building and Prediction/25 - Building a feature extraction model.mp4 -
5.98 MB
2 - Model Building and Prediction/26 - Define the names of the style layers and the content layer.mp4 -
6.56 MB
2 - Model Building and Prediction/27 - Set the weights.mp4 -
4.66 MB
2 - Model Building and Prediction/28 - Calculates the total loss.mp4 -
25.31 MB
2 - Model Building and Prediction/29 - Computes the loss and gradients.mp4 -
7.09 MB
2 - Model Building and Prediction/30 - Set up the optimizer.mp4 -
5.33 MB
2 - Model Building and Prediction/31 - Preprocess the base image style reference image and combination image.mp4 -
9.36 MB
2 - Model Building and Prediction/32 - Perform the style transfer optimization loop.mp4 -
12.79 MB
2 - Model Building and Prediction/33 - Save and display the final generated image.mp4 -
10.38 MB
2 - Model Building and Prediction/8 - Setup the Working Directory.mp4 -
8.74 MB
2 - Model Building and Prediction/8 - code.ipynb -
616.08 KB
2 - Model Building and Prediction/8 - content-image.jpg -
170.56 KB
2 - Model Building and Prediction/8 - style-image.jpg -
43.28 KB
2 - Model Building and Prediction/9 - Contents in Directory.mp4 -
14.25 MB
Bonus Resources.txt -
386 bytes
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