Udemy Mastering Neural Style Transfer Tensorflow Keras and Python


    Seeders : 7      Leechers : 2

Torrent Hash : 498A5690A9C8A370CA952F3FBE62BB15C7A20982
Torrent Added : at July 27, 2023, 10:02 a.m. in Other
Torrent Size : 373.8 MB


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Torrent File Content (3 files)


Udemy Mastering Neural Style Transfer Tensorflow Keras and Python
     Get Bonus Downloads Here.url -
182 bytes



     1 - Introduction.mp4 -
20.1 MB



     2 - What is Neural Style Transfer.mp4 -
20.4 MB



     3 - About this Project.mp4 -
15.1 MB



     4 - Why Should we Learn.mp4 -
36.0 MB



     5 - Applications.mp4 -
44.6 MB



     6 - Why Keras and Python.mp4 -
7.8 MB



     7 - Why Google Colab.mp4 -
6.0 MB



     10 - Activate GPU.mp4 -
8.3 MB



     11 - Checking the availability and usage of GPUs.mp4 -
11.4 MB



     12 - Mount Google Drive to Google Colab.mp4 -
5.6 MB



     13 - Necessary library imports.mp4 -
8.8 MB



     14 - Setting the directory path.mp4 -
11.2 MB



     15 - Displaying the base image and the style reference.mp4 -
6.7 MB



     16 - Defining the desired dimensions.mp4 -
5.6 MB



     17 - Preprocesses an image.mp4 -
9.0 MB



     18 - Convert the generated image back to its original format.mp4 -
9.7 MB



     19 - Calculate the Gram matrix.mp4 -
8.6 MB



     20 - Calculates the style loss.mp4 -
7.6 MB



     21 - Calculates the content loss.mp4 -
3.7 MB



     22 - Calculates the total variation loss.mp4 -
5.5 MB



     23 - Loading the VGG19.mp4 -
6.5 MB



     24 - Creating a dictionary.mp4 -
4.2 MB



     25 - Building a feature extraction model.mp4 -
6.0 MB



     26 - Define the names of the style layers and the content layer.mp4 -
6.6 MB



     27 - Set the weights.mp4 -
4.7 MB



     28 - Calculates the total loss.mp4 -
25.3 MB



     29 - Computes the loss and gradients.mp4 -
7.1 MB



     30 - Set up the optimizer.mp4 -
5.3 MB



     31 - Preprocess the base image style reference image and combination image.mp4 -
9.4 MB



     32 - Perform the style transfer optimization loop.mp4 -
12.8 MB



     33 - Save and display the final generated image.mp4 -
10.4 MB



     8 - Setup the Working Directory.mp4 -
8.7 MB



     8 - code.ipynb -
616.1 KB



     8 - content-image.jpg -
170.6 KB



     8 - style-image.jpg -
43.3 KB



     9 - Contents in Directory.mp4 -
14.2 MB



     Bonus Resources.txt -
386 bytes


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