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TORRENT DETAILS
[Tutorialsplanet.NET] Udemy - Deep Learning Advanced Computer Vision
TORRENT SUMMARY
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Udemy - Deep Learning: Advanced Computer Vision [TP]
This is one of the most exciting courses I’ve done and it really shows how fast and how far deep learning has come over the years.
When I first started my deep learning series, I didn’t ever consider that I’d make two courses on convolutional neural networks.
I think what you’ll find is that, this course is so entirely different from the previous one, you will be impressed at just how much material we have to cover.
Let me give you a quick rundown of what this course is all about:
We’re going to bridge the gap between the basic CNN architecture you already know and love, to modern, novel architectures such as VGG, ResNet, and Inception (named after the movie which by the way, is also great!)
We’re going to apply these to images of blood cells, and create a system that is a better medical expert than either you or I. This brings up a fascinating idea: that the doctors of the future are not humans, but robots.
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FILE LIST
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
18.5 MB
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 MB
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