[UdemyCourseDownloader] Deep Learning Advanced Computer Vision

• [UdemyCourseDownloader] Deep Learning Advanced Computer Vision
• 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
• 9. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.3 MB

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