[ DevCourseWeb Com ] Udemy - Introduction to Generative Adversarial Networks with PyTorch
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 B |
| ~Get Your Files Here !/1. Course Agenda/1. Course Agenda.mp4 | 91.51 MB |
| ~Get Your Files Here !/1. Course Agenda/1. Course Agenda.srt | 9.04 KB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/1. Notebook Versioning Notice.html | 1.12 KB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/2. PyTorch Forward and Backward Propagation.mp4 | 76.47 MB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/2. PyTorch Forward and Backward Propagation.srt | 14.63 KB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/2.1 Course Discussions Channel on Slack.html | 83 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/2.3 Slack Channel Inactive.html | 127 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/3. PyTorch Forward and Backward Propagation.html | 215 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/4. PyTorch Autograd Mechanism.mp4 | 30.97 MB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/4. PyTorch Autograd Mechanism.srt | 9.12 KB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/4.1 Revised source code for section 1.html | 146 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/5. PyTorch Autograd Mechanism.html | 215 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/6. PyTorch Custom Loss Function.mp4 | 89.55 MB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/6. PyTorch Custom Loss Function.srt | 19.48 KB |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/6.1 Code Errata.html | 127 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/6.2 Reading Assignment On Loss Functions for Deep Neural Networks in Classification Katarzyna Janocha, Wojciech Marian Czarnecki.html | 93 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/7. PyTorch Custom Loss Function.html | 215 B |
| ~Get Your Files Here !/2. Introduction to PyTorch for GANs/Section 1.ipynb | 39.57 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/1. Introduction to GANs.mp4 | 26.59 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/1. Introduction to GANs.srt | 5.82 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/10. [Coding Exercise] GAN Evaluation Metrics FID Score.mp4 | 120.58 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/10. [Coding Exercise] GAN Evaluation Metrics FID Score.srt | 19.93 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/11. GAN Evaluation Metrics.html | 215 B |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/2. Introduction to GANs.html | 215 B |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/3. Working of GAN Loss Function.mp4 | 8.67 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/3. Working of GAN Loss Function.srt | 7.34 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/4. Working of GAN Loss Function.html | 215 B |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/5. Implementing GAN Training Methodology.mp4 | 63.86 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/5. Implementing GAN Training Methodology.srt | 10.1 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/6. Implementing GAN Training Methodology.html | 215 B |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/7. Implement Vanilla GAN on MNIST Dataset to Generate Digits.mp4 | 123.2 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/7. Implement Vanilla GAN on MNIST Dataset to Generate Digits.srt | 22.17 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/8. Implement Vanilla GAN on MNIST Dataset to Generate Digits.html | 215 B |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/9. [Coding Exercise] GAN Evaluation Metrics Inception Score.mp4 | 127.93 MB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/9. [Coding Exercise] GAN Evaluation Metrics Inception Score.srt | 20.32 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/Section 2 - Exercise.ipynb | 24.42 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/Section 2.ipynb | 27.56 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/[Coding_Exercise]_GAN_Evaluation_Metrics_FID_Score.ipynb | 65.94 KB |
| ~Get Your Files Here !/3. Generate Handwritten Digits with Vanilla GAN/[Coding_Exercise]_GAN_Evaluation_Metrics_Inception_Score.ipynb | 37.61 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/1. Introduction to Conditional GANs.mp4 | 13.67 MB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/1. Introduction to Conditional GANs.srt | 6.46 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/10. [Coding Exercise] Gradient Penalty Wasserstein GAN - GP-WGAN.html | 215 B |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/2. Introduction to Conditional GANs.html | 215 B |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/3. Implement Conditional GAN on MNIST Dataset.mp4 | 258.6 MB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/3. Implement Conditional GAN on MNIST Dataset.srt | 36.13 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/4. Implement Conditional GAN on MNIST Dataset.html | 215 B |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/5. Working of Wasserstein Loss Function.mp4 | 30.69 MB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/5. Working of Wasserstein Loss Function.srt | 12.23 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/6. Working of Wasserstein Loss Function.html | 215 B |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/7. Implement Wasserstein Loss Function.mp4 | 223.05 MB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/7. Implement Wasserstein Loss Function.srt | 39.09 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/8. Implement Wasserstein Loss Function.html | 215 B |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/9. [Coding Exercise] Gradient Penalty Wasserstein GAN - GP-WGAN.mp4 | 97.88 MB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/9. [Coding Exercise] Gradient Penalty Wasserstein GAN - GP-WGAN.srt | 21.53 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/Section 3 - Bonus - Learning Rate Decay.ipynb | 30.74 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/Section 3 - Lecture 2 - FashionMNIST Excercise.ipynb | 108.24 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/Section 3 - Lecture 2.ipynb | 93.36 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/Section 3 - Lecture 4.ipynb | 45.04 KB |
| ~Get Your Files Here !/4. Generate Specific Digits with Conditional GAN/Section_3_Lecture_5_GP_WGAN.ipynb | 89.92 KB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/1. Introduction to DC-GANs.mp4 | 33.85 MB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/1. Introduction to DC-GANs.srt | 10.01 KB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/2. Introduction to DC-GANs.html | 215 B |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/3. Implement DC-GAN on UC Birds Dataset.mp4 | 151.78 MB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/3. Implement DC-GAN on UC Birds Dataset.srt | 16.87 KB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/4. Implement DC-GAN on UC Birds Dataset.html | 215 B |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/5. Working of Multi-way Loss Function.mp4 | 25.48 MB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/5. Working of Multi-way Loss Function.srt | 9.99 KB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/6. Working of Multi-way Loss Function.html | 215 B |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/7. Implement multi-way loss with Auxiliary-GAN on UC Birds Dataset.mp4 | 119.92 MB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/7. Implement multi-way loss with Auxiliary-GAN on UC Birds Dataset.srt | 14.04 KB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/8. Implement multi-way loss with Auxiliary-GAN on UC Birds Dataset.html | 215 B |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/Section 4 - Lecture 2.ipynb | 3.1 MB |
| ~Get Your Files Here !/5. Diving Deeper with a Deep Convolutional GAN/Section 4 - Lecture 4.ipynb | 403.31 KB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/1. Introduction to Progressive GANs.mp4 | 12.05 MB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/1. Introduction to Progressive GANs.srt | 8.96 KB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/2. Introduction to Progressive GANs.html | 215 B |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/3. Implement Progressive GANs on Celebs Dataset.mp4 | 308.08 MB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/3. Implement Progressive GANs on Celebs Dataset.srt | 38.3 KB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/4. Implement Progressive GANs on Celebs Dataset.html | 215 B |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/5. Hints, Tips, and Tricks for GAN Training.mp4 | 8.32 MB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/5. Hints, Tips, and Tricks for GAN Training.srt | 5.78 KB |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/6. Hints, Tips, and Tricks for GAN Training.html | 215 B |
| ~Get Your Files Here !/6. Generate Realistic Human Faces with Progressive GAN/Section 5 - Lecture 2.ipynb | 4.58 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/1. Introduction to U-NET Architecture.mp4 | 28.29 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/1. Introduction to U-NET Architecture.srt | 9.7 KB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/10. Working of Vid2Vid GAN.html | 215 B |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/11. Diving Deeper into Vid2Vid GAN using YouTube Dance Video Dataset.mp4 | 41.93 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/11. Diving Deeper into Vid2Vid GAN using YouTube Dance Video Dataset.srt | 5.49 KB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/12. Diving Deeper into Vid2Vid GAN using YouTube Dance Video Dataset.html | 215 B |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/13. Conclusion, Next Steps, and Future Directions.mp4 | 8.95 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/13. Conclusion, Next Steps, and Future Directions.srt | 3.45 KB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/14. Conclusion, Next Steps, and Future Directions.html | 215 B |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/2. Introduction to U-NET Architecture.html | 215 B |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/3. Working of Pix2Pix GAN and CycleGAN.mp4 | 67.02 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/3. Working of Pix2Pix GAN and CycleGAN.srt | 13.55 KB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/4. Working of Pix2Pix GAN and CycleGAN.html | 215 B |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/5. [Coding Exercise] Hands-on Pix2Pix GAN.mp4 | 70.33 MB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/5. [Coding Exercise] Hands-on Pix2Pix GAN.srt | 9.07 KB |
| ~Get Your Files Here !/7. Generate Videos from Other Videos/6. [Coding Exercise] Hands-on Pix2Pix GAN.html | 215 B |
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