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Checked by:
Category:
Language:
English
Total Size:
373.8 MB
Info Hash:
498A5690A9C8A370CA952F3FBE62BB15C7A20982
Added By:
Added:
July 27, 2023, 10:02 a.m.
Stats:
|
(Last updated: May 21, 2025, 2:09 p.m.)
| File | Size |
|---|---|
| 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 |
Name
DL
Uploader
Size
S/L
Added
-
407.3 MB
[12
/
1]
2025-04-03
| Uploaded by freecoursewb | Size 407.3 MB | Health [ 12 /1 ] | Added 2025-04-03 |
-
552.1 MB
[26
/
3]
2025-04-03
| Uploaded by freecoursewb | Size 552.1 MB | Health [ 26 /3 ] | Added 2025-04-03 |
-
752.4 MB
[13
/
0]
2025-04-03
| Uploaded by freecoursewb | Size 752.4 MB | Health [ 13 /0 ] | Added 2025-04-03 |
-
3.5 GB
[63
/
16]
2025-04-03
| Uploaded by freecoursewb | Size 3.5 GB | Health [ 63 /16 ] | Added 2025-04-03 |
-
658.7 MB
[27
/
3]
2025-03-07
| Uploaded by freecoursewb | Size 658.7 MB | Health [ 27 /3 ] | Added 2025-03-07 |
NOTE
SOURCE: Udemy Mastering Neural Style Transfer Tensorflow Keras and Python
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