Filename | Size |
| 1. Welcome/1. Introduction.mp4 | 7.8 MB |
| 1. Welcome/1. Introduction.vtt | 2.8 KB |
| 1. Welcome/2. Outline and Perspective.mp4 | 7.5 MB |
| 1. Welcome/2. Outline and Perspective.vtt | 7.8 KB |
| 1. Welcome/3. How to Succeed in this Course.mp4 | 3.3 MB |
| 1. Welcome/3. How to Succeed in this Course.vtt | 3.5 KB |
| 2. Review/1. Review of CNNs.mp4 | 18.5 MB |
| 2. Review/1. Review of CNNs.vtt | 12.2 KB |
| 2. Review/2. Where to get the code and data.mp4 | 2.2 MB |
| 2. Review/2. Where to get the code and data.vtt | 2.8 KB |
| 2. Review/3. Fashion MNIST.mp4 | 3.3 MB |
| 2. Review/3. Fashion MNIST.vtt | 4 KB |
| 2. Review/4. Review of CNNs in Code.mp4 | 7.6 MB |
| 2. Review/4. Review of CNNs in Code.vtt | 6.5 KB |
| 3. VGG and Transfer Learning/1. VGG Section Intro.mp4 | 2.7 MB |
| 3. VGG and Transfer Learning/1. VGG Section Intro.vtt | 3.4 KB |
| 3. VGG and Transfer Learning/2. What's so special about VGG.mp4 | 12.2 MB |
| 3. VGG and Transfer Learning/2. What's so special about VGG.vtt | 8 KB |
| 3. VGG and Transfer Learning/3. Transfer Learning.mp4 | 38.1 MB |
| 3. VGG and Transfer Learning/3. Transfer Learning.vtt | 9.2 KB |
| 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 | 3.9 MB |
| 3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.vtt | 2.3 KB |
| 3. VGG and Transfer Learning/5. Getting the data.mp4 | 1.8 MB |
| 3. VGG and Transfer Learning/5. Getting the data.vtt | 2.5 KB |
| 3. VGG and Transfer Learning/6. Code pt 1.mp4 | 11.5 MB |
| 3. VGG and Transfer Learning/6. Code pt 1.vtt | 10.7 KB |
| 3. VGG and Transfer Learning/7. Code pt 2.mp4 | 8.6 MB |
| 3. VGG and Transfer Learning/7. Code pt 2.vtt | 4.2 KB |
| 3. VGG and Transfer Learning/8. Code pt 3.mp4 | 4.2 MB |
| 3. VGG and Transfer Learning/8. Code pt 3.vtt | 3.8 KB |
| 3. VGG and Transfer Learning/9. VGG Section Summary.mp4 | 3.2 MB |
| 3. VGG and Transfer Learning/9. VGG Section Summary.vtt | 1.9 KB |
| 4. ResNet (and Inception)/1. ResNet Section Intro.mp4 | 2.8 MB |
| 4. ResNet (and Inception)/1. ResNet Section Intro.vtt | 3.3 KB |
| 4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 | 2.1 MB |
| 4. ResNet (and Inception)/10. Exercise Apply ResNet.vtt | 1.4 KB |
| 4. ResNet (and Inception)/11. Applying ResNet.mp4 | 3.6 MB |
| 4. ResNet (and Inception)/11. Applying ResNet.vtt | 2.7 KB |
| 4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 | 3.1 MB |
| 4. ResNet (and Inception)/12. 1x1 Convolutions.vtt | 4.3 KB |
| 4. ResNet (and Inception)/13. Optional Inception.mp4 | 5.4 MB |
| 4. ResNet (and Inception)/13. Optional Inception.vtt | 7.6 KB |
| 4. ResNet (and Inception)/14. Different sized images using the same network.mp4 | 7.4 MB |
| 4. ResNet (and Inception)/14. Different sized images using the same network.vtt | 4.8 KB |
| 4. ResNet (and Inception)/15. ResNet Section Summary.mp4 | 4.2 MB |
| 4. ResNet (and Inception)/15. ResNet Section Summary.vtt | 2.6 KB |
| 4. ResNet (and Inception)/2. ResNet Architecture.mp4 | 10.4 MB |
| 4. ResNet (and Inception)/2. ResNet Architecture.vtt | 14.5 KB |
| 4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 | 2.7 MB |
| 4. ResNet (and Inception)/3. Building ResNet - Strategy.vtt | 2.6 KB |
| 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.mp4 | 6.2 MB |
| 4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.vtt | 4 KB |
| 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.mp4 | 9 MB |
| 4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.vtt | 6.9 KB |
| 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.mp4 | 2.4 MB |
| 4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.vtt | 1.5 KB |
| 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.mp4 | 4 MB |
| 4. ResNet (and Inception)/7. Building ResNet - First Few Layers.vtt | 2.7 KB |
| 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).mp4 | 10.3 MB |
| 4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).vtt | 4.2 KB |
| 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.mp4 | 5.9 MB |
| 4. ResNet (and Inception)/9. Building ResNet - Putting it all together.vtt | 4.5 KB |
| 5. Object Detection (SSD)/1. SSD Section Intro.mp4 | 5.7 MB |
| 5. Object Detection (SSD)/1. SSD Section Intro.vtt | 5.5 KB |
| 5. Object Detection (SSD)/10. SSD Section Summary.mp4 | 2.8 MB |
| 5. Object Detection (SSD)/10. SSD Section Summary.vtt | 3.1 KB |
| 5. Object Detection (SSD)/2. Object Localization.mp4 | 5.7 MB |
| 5. Object Detection (SSD)/2. Object Localization.vtt | 7.2 KB |
| 5. Object Detection (SSD)/3. What is Object Detection.mp4 | 4.8 MB |
| 5. Object Detection (SSD)/3. What is Object Detection.vtt | 3.2 KB |
| 5. Object Detection (SSD)/4. How would you find an object in an image.mp4 | 7.9 MB |
| 5. Object Detection (SSD)/4. How would you find an object in an image.vtt | 9.2 KB |
| 5. Object Detection (SSD)/5. The Problem of Scale.mp4 | 4.2 MB |
| 5. Object Detection (SSD)/5. The Problem of Scale.vtt | 4 KB |
| 5. Object Detection (SSD)/6. The Problem of Shape.mp4 | 3.6 MB |
| 5. Object Detection (SSD)/6. The Problem of Shape.vtt | 4.1 KB |
| 5. Object Detection (SSD)/7. SSD in Tensorflow.mp4 | 17.4 MB |
| 5. Object Detection (SSD)/7. SSD in Tensorflow.vtt | 9.6 KB |
| 5. Object Detection (SSD)/8. Modifying SSD to work on Video.mp4 | 24.8 MB |
| 5. Object Detection (SSD)/8. Modifying SSD to work on Video.vtt | 5 KB |
| 5. Object Detection (SSD)/9. Optional Intersection over Union & Non-max Suppression.mp4 | 4.6 MB |
| 5. Object Detection (SSD)/9. Optional Intersection over Union & Non-max Suppression.vtt | 4.6 MB |
| 6. Neural Style Transfer/1. Style Transfer Section Intro.mp4 | 2.9 MB |
| 6. Neural Style Transfer/1. Style Transfer Section Intro.vtt | 3.3 KB |
| 6. Neural Style Transfer/2. Style Transfer Theory.mp4 | 19.9 MB |
| 6. Neural Style Transfer/2. Style Transfer Theory.vtt | 12.7 KB |
| 6. Neural Style Transfer/3. Optimizing the Loss.mp4 | 7.3 MB |
| 6. Neural Style Transfer/3. Optimizing the Loss.vtt | 9 KB |
| 6. Neural Style Transfer/4. Code pt 1.mp4 | 9.5 MB |
| 6. Neural Style Transfer/4. Code pt 1.vtt | 8.3 KB |
| 6. Neural Style Transfer/5. Code pt 2.mp4 | 15.7 MB |
| 6. Neural Style Transfer/5. Code pt 2.vtt | 8 KB |
| 6. Neural Style Transfer/6. Code pt 3.mp4 | 5.7 MB |
| 6. Neural Style Transfer/6. Code pt 3.vtt | 3.9 KB |
| 6. Neural Style Transfer/7. Style Transfer Section Summary.mp4 | 2.5 MB |
| 6. Neural Style Transfer/7. Style Transfer Section Summary.vtt | 2.6 KB |
| 7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).mp4 | 53.4 MB |
| 7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).vtt | 7.8 KB |
| 7. Bonus Class Activation Maps/2. Class Activation Maps (Code).mp4 | 104.8 MB |