DevCourseWeb com Udemy Mastering Neural Style Transfer Tensorflow Keras and Python

DevCourseWeb com Udemy Mastering Neural Style Transfer Tensorflow Keras and Python

Name	[ DevCourseWeb.com ] Udemy - Mastering Neural Style Transfer - Tensorflow, Keras and Python	DOWNLOAD Copy Link
Total Size	391.9 MB
Total Files	38
Last Seen	2024-07-22 00:36
Hash	498A5690A9C8A370CA952F3FBE62BB15C7A20982

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Fundamentals/
1 - Introduction.mp4	21.0 MB
2 - What is Neural Style Transfer.mp4	21.4 MB
3 - About this Project.mp4	15.8 MB
4 - Why Should we Learn.mp4	37.8 MB
5 - Applications.mp4	46.8 MB
6 - Why Keras and Python.mp4	8.2 MB
7 - Why Google Colab.mp4	6.3 MB
/.../2 - Model Building and Prediction/
10 - Activate GPU.mp4	8.7 MB
11 - Checking the availability and usage of GPUs.mp4	11.9 MB
12 - Mount Google Drive to Google Colab.mp4	5.9 MB
13 - Necessary library imports.mp4	9.2 MB
14 - Setting the directory path.mp4	11.7 MB
15 - Displaying the base image and the style reference.mp4	7.0 MB
16 - Defining the desired dimensions.mp4	5.9 MB
17 - Preprocesses an image.mp4	9.5 MB
18 - Convert the generated image back to its original format.mp4	10.2 MB
19 - Calculate the Gram matrix.mp4	9.0 MB
20 - Calculates the style loss.mp4	8.0 MB
21 - Calculates the content loss.mp4	3.8 MB
22 - Calculates the total variation loss.mp4	5.8 MB
23 - Loading the VGG19.mp4	6.9 MB
24 - Creating a dictionary.mp4	4.4 MB
25 - Building a feature extraction model.mp4	6.3 MB
26 - Define the names of the style layers and the content layer.mp4	6.9 MB
27 - Set the weights.mp4	4.9 MB
28 - Calculates the total loss.mp4	26.5 MB
29 - Computes the loss and gradients.mp4	7.4 MB
30 - Set up the optimizer.mp4	5.6 MB
31 - Preprocess the base image style reference image and combination image.mp4	9.8 MB
32 - Perform the style transfer optimization loop.mp4	13.4 MB
33 - Save and display the final generated image.mp4	10.9 MB
8 - Setup the Working Directory.mp4	9.2 MB
8 - code.ipynb	630.9 KB
8 - content-image.jpg	174.7 KB
8 - style-image.jpg	44.3 KB
9 - Contents in Directory.mp4	14.9 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 38