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[FreeTutorials.Us] Udemy - Deep Learning Advanced Computer Vision
magnet:?xt=urn:btih:33183b3eaae8595a93a9ece8039cd97fbdf1fe24&dn=[FreeTutorials.Us] Udemy - Deep Learning Advanced Computer Vision
磁力链接详情
Hash值:
33183b3eaae8595a93a9ece8039cd97fbdf1fe24
点击数:
156
文件大小:
1.48 GB
文件数量:
68
创建日期:
2020-2-4 13:57
最后访问:
2024-7-18 17:39
访问标签:
FreeTutorials
Us
Udemy
-
Deep
Learning
Advanced
Computer
Vision
文件列表详情
1. Welcome/1. Introduction.mp4 16.4 MB
1. Welcome/2. Outline and Perspective.mp4 61.9 MB
1. Welcome/3. How to Succeed in this Course.mp4 3.31 MB
2. Review/1. Review of CNNs.mp4 40.84 MB
2. Review/2. Where to get the code and data.mp4 2.18 MB
2. Review/3. Fashion MNIST.mp4 3.29 MB
2. Review/4. Review of CNNs in Code.mp4 7.61 MB
3. VGG and Transfer Learning/1. VGG Section Intro.mp4 21.29 MB
3. VGG and Transfer Learning/2. What's so special about VGG.mp4 12.19 MB
3. VGG and Transfer Learning/3. Transfer Learning.mp4 38.12 MB
3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 3.88 MB
3. VGG and Transfer Learning/5. Getting the data.mp4 1.77 MB
3. VGG and Transfer Learning/6. Code pt 1.mp4 11.51 MB
3. VGG and Transfer Learning/7. Code pt 2.mp4 8.56 MB
3. VGG and Transfer Learning/8. Code pt 3.mp4 4.21 MB
3. VGG and Transfer Learning/9. VGG Section Summary.mp4 3.15 MB
4. ResNet (and Inception)/1. ResNet Section Intro.mp4 22.35 MB
4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 2.07 MB
4. ResNet (and Inception)/11. Applying ResNet.mp4 3.59 MB
4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 3.12 MB
4. ResNet (and Inception)/13. Optional Inception.mp4 5.39 MB
4. ResNet (and Inception)/14. Different sized images using the same network.mp4 7.42 MB
4. ResNet (and Inception)/15. ResNet Section Summary.mp4 4.19 MB
4. ResNet (and Inception)/2. ResNet Architecture.mp4 10.39 MB
4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 2.66 MB
4. ResNet (and Inception)/4. Building ResNet - Conv Block Details.mp4 6.19 MB
4. ResNet (and Inception)/5. Building ResNet - Conv Block Code.mp4 8.97 MB
4. ResNet (and Inception)/6. Building ResNet - Identity Block Details.mp4 2.37 MB
4. ResNet (and Inception)/7. Building ResNet - First Few Layers.mp4 4.03 MB
4. ResNet (and Inception)/8. Building ResNet - First Few Layers (Code).mp4 10.31 MB
4. ResNet (and Inception)/9. Building ResNet - Putting it all together.mp4 5.91 MB
5. Object Detection (SSD)/1. SSD Section Intro.mp4 5.69 MB
5. Object Detection (SSD)/10. SSD Section Summary.mp4 2.82 MB
5. Object Detection (SSD)/2. Object Localization.mp4 5.69 MB
5. Object Detection (SSD)/3. What is Object Detection.mp4 4.79 MB
5. Object Detection (SSD)/4. How would you find an object in an image.mp4 7.86 MB
5. Object Detection (SSD)/5. The Problem of Scale.mp4 4.16 MB
5. Object Detection (SSD)/6. The Problem of Shape.mp4 3.59 MB
5. Object Detection (SSD)/7. SSD in Tensorflow.mp4 17.42 MB
5. Object Detection (SSD)/8. Modifying SSD to work on Video.mp4 24.79 MB
5. Object Detection (SSD)/9. Optional Intersection over Union & Non-max Suppression.mp4 4.59 MB
6. Neural Style Transfer/1. Style Transfer Section Intro.mp4 2.91 MB
6. Neural Style Transfer/2. Style Transfer Theory.mp4 19.94 MB
6. Neural Style Transfer/3. Optimizing the Loss.mp4 7.24 MB
6. Neural Style Transfer/4. Code pt 1.mp4 9.46 MB
6. Neural Style Transfer/5. Code pt 2.mp4 15.71 MB
6. Neural Style Transfer/6. Code pt 3.mp4 5.74 MB
6. Neural Style Transfer/7. Style Transfer Section Summary.mp4 2.5 MB
7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).mp4 53.42 MB
7. Bonus Class Activation Maps/2. Class Activation Maps (Code).mp4 104.76 MB
8. Basics Review/1. (Review) Tensorflow Basics.mp4 81.53 MB
8. Basics Review/2. (Review) Tensorflow Neural Network in Code.mp4 97.24 MB
8. Basics Review/3. (Review) Keras Discussion.mp4 27.64 MB
8. Basics Review/4. (Review) Keras Neural Network in Code.mp4 66.16 MB
8. Basics Review/5. (Review) Keras Functional API.mp4 38.64 MB
8. Basics Review/6. (Review) How to easily convert Keras into Tensorflow 2.0 code.mp4 9.81 MB
9. Appendix FAQ/1. What is the Appendix.mp4 5.45 MB
9. Appendix FAQ/10. Python 2 vs Python 3.mp4 5.47 MB
9. Appendix FAQ/11. What order should I take your courses in (part 1).mp4 60.78 MB
9. Appendix FAQ/12. What order should I take your courses in (part 2).mp4 82.48 MB
9. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4 186.32 MB
9. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.83 MB
9. Appendix FAQ/4. How to Succeed in this Course (Long Version).mp4 12.99 MB
9. Appendix FAQ/5. How to Code by Yourself (part 1).mp4 24.53 MB
9. Appendix FAQ/6. How to Code by Yourself (part 2).mp4 8.65 MB
9. Appendix FAQ/7. Proof that using Jupyter Notebook is the same as not using it.mp4 78.26 MB
9. Appendix FAQ/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.95 MB
9. Appendix FAQ/9. Where to get discount coupons and FREE deep learning material.mp4 3.37 MB
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