[GigaCourse com] Udemy - Deep Learning Advanced Computer Vision
File List
| File | Size |
|---|---|
| 1. Welcome/1. Introduction.mp4 | 16.4 MB |
| 1. Welcome/1. Introduction.srt | 3.21 KB |
| 1. Welcome/1. Introduction.vtt | 2.85 KB |
| 1. Welcome/2. Outline and Perspective.mp4 | 61.9 MB |
| 1. Welcome/2. Outline and Perspective.srt | 8.86 KB |
| 1. Welcome/2. Outline and Perspective.vtt | 7.8 KB |
| 1. Welcome/3. How to Succeed in this Course.mp4 | 3.31 MB |
| 1. Welcome/3. How to Succeed in this Course.srt | 3.97 KB |
| 1. Welcome/3. How to Succeed in this Course.vtt | 3.49 KB |
| 2. Review/1. Review of CNNs.mp4 | 40.84 MB |
| 2. Review/1. Review of CNNs.srt | 13.86 KB |
| 2. Review/1. Review of CNNs.vtt | 12.19 KB |
| 2. Review/2. Where to get the code and data.mp4 | 2.18 MB |
| 2. Review/2. Where to get the code and data.srt | 3.14 KB |
| 2. Review/2. Where to get the code and data.vtt | 2.76 KB |
| 2. Review/3. Fashion MNIST.mp4 | 3.29 MB |
| 2. Review/3. Fashion MNIST.srt | 4.52 KB |
| 2. Review/3. Fashion MNIST.vtt | 3.95 KB |
| 2. Review/4. Review of CNNs in Code.mp4 | 7.61 MB |
| 2. Review/4. Review of CNNs in Code.srt | 7.43 KB |
| 2. Review/4. Review of CNNs in Code.vtt | 6.51 KB |
| 3. VGG and Transfer Learning/1. VGG Section Intro.mp4 | 21.29 MB |
| 3. VGG and Transfer Learning/1. VGG Section Intro.srt | 3.83 KB |
| 3. VGG and Transfer Learning/1. VGG Section Intro.vtt | 3.39 KB |
| 3. VGG and Transfer Learning/2. What's so special about VGG.mp4 | 12.19 MB |
| 3. VGG and Transfer Learning/2. What's so special about VGG.srt | 9.04 KB |
| 3. VGG and Transfer Learning/2. What's so special about VGG.vtt | 7.95 KB |
| 3. VGG and Transfer Learning/3. Transfer Learning.mp4 | 38.12 MB |
| 3. VGG and Transfer Learning/3. Transfer Learning.srt | 10.37 KB |
| 3. VGG and Transfer Learning/3. Transfer Learning.vtt | 9.17 KB |
| 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 | 3.88 MB |
| 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.srt | 2.61 KB |
| 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.vtt | 2.32 KB |
| 3. VGG and Transfer Learning/5. Getting the data.mp4 | 1.77 MB |
| 3. VGG and Transfer Learning/5. Getting the data.srt | 2.84 KB |
| 3. VGG and Transfer Learning/5. Getting the data.vtt | 2.51 KB |
| 3. VGG and Transfer Learning/6. Code pt 1.mp4 | 11.51 MB |
| 3. VGG and Transfer Learning/6. Code pt 1.srt | 12.21 KB |
| 3. VGG and Transfer Learning/6. Code pt 1.vtt | 10.74 KB |
| 3. VGG and Transfer Learning/7. Code pt 2.mp4 | 8.56 MB |
| 3. VGG and Transfer Learning/7. Code pt 2.srt | 4.78 KB |
| 3. VGG and Transfer Learning/7. Code pt 2.vtt | 4.2 KB |
| 3. VGG and Transfer Learning/8. Code pt 3.mp4 | 4.21 MB |
| 3. VGG and Transfer Learning/8. Code pt 3.srt | 4.35 KB |
| 3. VGG and Transfer Learning/8. Code pt 3.vtt | 3.81 KB |
| 3. VGG and Transfer Learning/9. VGG Section Summary.mp4 | 3.15 MB |
| 3. VGG and Transfer Learning/9. VGG Section Summary.srt | 2.08 KB |
| 3. VGG and Transfer Learning/9. VGG Section Summary.vtt | 1.85 KB |
| 4. ResNet (and Inception)/1. ResNet Section Intro.mp4 | 22.35 MB |
| 4. ResNet (and Inception)/1. ResNet Section Intro.srt | 3.73 KB |
| 4. ResNet (and Inception)/1. ResNet Section Intro.vtt | 3.31 KB |
| 4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 | 2.07 MB |
| 4. ResNet (and Inception)/10. Exercise Apply ResNet.srt | 1.55 KB |
| 4. ResNet (and Inception)/10. Exercise Apply ResNet.vtt | 1.36 KB |
| 4. ResNet (and Inception)/11. Applying ResNet.mp4 | 3.59 MB |
| 4. ResNet (and Inception)/11. Applying ResNet.srt | 3.11 KB |
| 4. ResNet (and Inception)/11. Applying ResNet.vtt | 2.73 KB |
| 4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 | 3.12 MB |
| 4. ResNet (and Inception)/12. 1x1 Convolutions.srt | 4.92 KB |
| 4. ResNet (and Inception)/12. 1x1 Convolutions.vtt | 4.34 KB |
| 4. ResNet (and Inception)/13. Optional Inception.mp4 | 5.39 MB |
| 4. ResNet (and Inception)/13. Optional Inception.srt | 8.63 KB |
| 4. ResNet (and Inception)/13. Optional Inception.vtt | 7.64 KB |
| 4. ResNet (and Inception)/14. Different sized images using the same network.mp4 | 7.42 MB |
| 4. ResNet (and Inception)/14. Different sized images using the same network.srt | 5.52 KB |
| 4. ResNet (and Inception)/14. Different sized images using the same network.vtt | 4.85 KB |
| 4. ResNet (and Inception)/15. ResNet Section Summary.mp4 | 4.19 MB |
| 4. ResNet (and Inception)/15. ResNet Section Summary.srt | 2.9 KB |
| 4. ResNet (and Inception)/15. ResNet Section Summary.vtt | 2.57 KB |
| 4. ResNet (and Inception)/2. ResNet Architecture.mp4 | 10.39 MB |
| 4. ResNet (and Inception)/2. ResNet Architecture.srt | 16.53 KB |
| 4. ResNet (and Inception)/2. ResNet Architecture.vtt | 14.5 KB |
| 4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 | 2.66 MB |
| 4. ResNet (and Inception)/3. Building ResNet - Strategy.srt | 2.97 KB |
| 4. ResNet (and Inception)/3. Building ResNet - Strategy.vtt | 2.63 KB |
| 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.mp4 | 6.19 MB |
| 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.srt | 4.53 KB |
| 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.vtt | 4.01 KB |
| 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.mp4 | 8.97 MB |
| 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.srt | 7.81 KB |
| 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.vtt | 6.87 KB |
| 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.mp4 | 2.37 MB |
| 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.srt | 1.72 KB |
| 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.vtt | 1.53 KB |
| 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.mp4 | 4.03 MB |
| 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.srt | 3.04 KB |
| 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.vtt | 2.68 KB |
| 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).mp4 | 10.31 MB |
| 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).srt | 4.8 KB |
| 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).vtt | 4.23 KB |
| 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.mp4 | 5.91 MB |
| 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.srt | 5.13 KB |
| 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.vtt | 4.51 KB |
| 5. Object Detection (SSD)/1. SSD Section Intro.mp4 | 5.69 MB |
| 5. Object Detection (SSD)/1. SSD Section Intro.srt | 6.17 KB |
| 5. Object Detection (SSD)/1. SSD Section Intro.vtt | 5.49 KB |
| 5. Object Detection (SSD)/10. SSD Section Summary.mp4 | 2.82 MB |
| 5. Object Detection (SSD)/10. SSD Section Summary.srt | 3.5 KB |
| 5. Object Detection (SSD)/10. SSD Section Summary.vtt | 3.12 KB |
| 5. Object Detection (SSD)/2. Object Localization.mp4 | 5.69 MB |
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