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Udemy Mastering Neural Style Transfer Tensorflow Keras and Python

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Udemy Mastering Neural Style Transfer Tensorflow Keras and Python
Language: English
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Category: Other
Size: 373.8 MB
Added: July 27, 2023, 10:02 a.m.
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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. 1 - Introduction.mp4 20.1 MB
  3. 2 - What is Neural Style Transfer.mp4 20.4 MB
  4. 3 - About this Project.mp4 15.1 MB
  5. 4 - Why Should we Learn.mp4 36.0 MB
  6. 5 - Applications.mp4 44.6 MB
  7. 6 - Why Keras and Python.mp4 7.8 MB
  8. 7 - Why Google Colab.mp4 6.0 MB
  9. 10 - Activate GPU.mp4 8.3 MB
  10. 11 - Checking the availability and usage of GPUs.mp4 11.4 MB
  11. 12 - Mount Google Drive to Google Colab.mp4 5.6 MB
  12. 13 - Necessary library imports.mp4 8.8 MB
  13. 14 - Setting the directory path.mp4 11.2 MB
  14. 15 - Displaying the base image and the style reference.mp4 6.7 MB
  15. 16 - Defining the desired dimensions.mp4 5.6 MB
  16. 17 - Preprocesses an image.mp4 9.0 MB
  17. 18 - Convert the generated image back to its original format.mp4 9.7 MB
  18. 19 - Calculate the Gram matrix.mp4 8.6 MB
  19. 20 - Calculates the style loss.mp4 7.6 MB
  20. 21 - Calculates the content loss.mp4 3.7 MB
  21. 22 - Calculates the total variation loss.mp4 5.5 MB
  22. 23 - Loading the VGG19.mp4 6.5 MB
  23. 24 - Creating a dictionary.mp4 4.2 MB
  24. 25 - Building a feature extraction model.mp4 6.0 MB
  25. 26 - Define the names of the style layers and the content layer.mp4 6.6 MB
  26. 27 - Set the weights.mp4 4.7 MB
  27. 28 - Calculates the total loss.mp4 25.3 MB
  28. 29 - Computes the loss and gradients.mp4 7.1 MB
  29. 30 - Set up the optimizer.mp4 5.3 MB
  30. 31 - Preprocess the base image style reference image and combination image.mp4 9.4 MB
  31. 32 - Perform the style transfer optimization loop.mp4 12.8 MB
  32. 33 - Save and display the final generated image.mp4 10.4 MB
  33. 8 - Setup the Working Directory.mp4 8.7 MB
  34. 8 - code.ipynb 616.1 KB
  35. 8 - content-image.jpg 170.6 KB
  36. 8 - style-image.jpg 43.3 KB
  37. 9 - Contents in Directory.mp4 14.2 MB
  38. Bonus Resources.txt 386 bytes

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