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[FreeCourseSite com] Udemy - Deep Learning Advanced Computer Vision
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Torrent Files List
1. Welcome (Size: 567.67 MB) (Files: 63)
1. Welcome
1. Introduction.mp4
2. Outline and Perspective.mp4
3. How to Succeed in this Course.mp4
2. Review
1. Review of CNNs.mp4
2. Where to get the code and data.mp4
3. Fashion MNIST.mp4
4. Review of CNNs in Code.mp4
3. VGG and Transfer Learning
1. VGG Section Intro.mp4
2. What's so special about VGG.mp4
3. Transfer Learning.mp4
4. Relationship to Greedy Layer-Wise Pretraining.mp4
5. Getting the data.mp4
6. Code pt 1.mp4
7. Code pt 2.mp4
8. Code pt 3.mp4
9. VGG Section Summary.mp4
4. ResNet (and Inception)
1. ResNet Section Intro.mp4
10. Exercise Apply ResNet.mp4
11. Applying ResNet.mp4
12. 1x1 Convolutions.mp4
13. Optional Inception.mp4
14. Different sized images using the same network.mp4
15. ResNet Section Summary.mp4
2. ResNet Architecture.mp4
3. Building ResNet - Strategy.mp4
4. Building ResNet - Conv Block Details.mp4
5. Building ResNet - Conv Block Code.mp4
6. Building ResNet - Identity Block Details.mp4
7. Building ResNet - First Few Layers.mp4
8. Building ResNet - First Few Layers (Code).mp4
9. Building ResNet - Putting it all together.mp4
5. Object Detection (SSD)
1. SSD Section Intro.mp4
10. SSD Section Summary.mp4
2. Object Localization.mp4
3. What is Object Detection.mp4
4. How would you find an object in an image.mp4
5. The Problem of Scale.mp4
6. The Problem of Shape.mp4
7. SSD in Tensorflow.mp4
8. Modifying SSD to work on Video.mp4
9. Optional Intersection over Union & Non-max Suppression.mp4
6. Neural Style Transfer
1. Style Transfer Section Intro.mp4
2. Style Transfer Theory.mp4
3. Optimizing the Loss.mp4
4. Code pt 1.mp4
5. Code pt 2.mp4
6. Code pt 3.mp4
7. Style Transfer Section Summary.mp4
7. Appendix
1. What is the Appendix.mp4
10. What order should I take your courses in (part 1).mp4
11. What order should I take your courses in (part 2).mp4
2. Windows-Focused Environment Setup 2018.mp4
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
4. How to Succeed in this Course (Long Version).mp4
5. How to Code by Yourself (part 1).mp4
6. How to Code by Yourself (part 2).mp4
7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
8. Where to get discount coupons and FREE deep learning material.mp4
9. Python 2 vs Python 3.mp4
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