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Mastering Neural Style Transfer Tensorflow Keras Python

Category: Courses / Others
Author: AD-TEAM
Date added: 11.07.2023 :52:22
Views: 6
Comments: 0










Description material

Mastering Neural Style Transfer Tensorflow Keras Python


Mastering Neural Style Transfer Tensorflow Keras Python
Language: English | Size:373.78 MB
Genre:eLearning


Files Included :

1 - Introduction.mp4 (20.06 MB)
MP4
2 - What is Neural Style Transfer.mp4 (20.39 MB)
MP4
3 - About this Project.mp4 (15.1 MB)
MP4
4 - Why Should we Learn.mp4 (36.02 MB)
MP4
5 - Applications.mp4 (44.63 MB)
MP4
6 - Why Keras and Python.mp4 (7.83 MB)
MP4
7 - Why Google Colab.mp4 (5.99 MB)
MP4
10 - Activate GPU.mp4 (8.34 MB)
MP4
11 - Checking the availability and usage of GPUs.mp4 (11.37 MB)
MP4
12 - Mount Google Drive to Google Colab.mp4 (5.63 MB)
MP4
13 - Necessary library imports.mp4 (8.78 MB)
MP4
14 - Setting the directory path.mp4 (11.19 MB)
MP4
15 - Displaying the base image and the style reference.mp4 (6.72 MB)
MP4
16 - Defining the desired dimensions.mp4 (5.63 MB)
MP4
17 - Preprocesses an image.mp4 (9.02 MB)
MP4
18 - Convert the generated image back to its original format.mp4 (9.7 MB)
MP4
19 - Calculate the Gram matrix.mp4 (8.6 MB)
MP4
20 - Calculates the style loss.mp4 (7.59 MB)
MP4
21 - Calculates the content loss.mp4 (3.66 MB)
MP4
22 - Calculates the total variation loss.mp4 (5.51 MB)
MP4
23 - Loading the VGG19.mp4 (6.55 MB)
MP4
24 - Creating a dictionary.mp4 (4.21 MB)
MP4
25 - Building a feature extraction model.mp4 (5.98 MB)
MP4
26 - Define the names of the style layers and the content layer.mp4 (6.56 MB)
MP4
27 - Set the weights.mp4 (4.66 MB)
MP4
28 - Calculates the total loss.mp4 (25.31 MB)
MP4
29 - Computes the loss and gradients.mp4 (7.09 MB)
MP4
30 - Set up the optimizer.mp4 (5.33 MB)
MP4
31 - Preprocess the base image style reference image and combination image.mp4 (9.36 MB)
MP4
32 - Perform the style transfer optimization loop.mp4 (12.79 MB)
MP4
33 - Save and display the final generated image.mp4 (10.38 MB)
MP4
8 - Setup the Working Directory.mp4 (8.74 MB)
MP4
9 - Contents in Directory.mp4 (14.25 MB)
MP4






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