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[FreeCourseSite.com] Udemy - Deep Learning Advanced Computer Vision
magnet:?xt=urn:btih:b203a1f6e0767dc480ccdda010a99bc04317a0f7&dn=[FreeCourseSite.com] Udemy - Deep Learning Advanced Computer Vision
磁力链接详情
Hash值:
b203a1f6e0767dc480ccdda010a99bc04317a0f7
点击数:
114
文件大小:
1.27 GB
文件数量:
67
创建日期:
2020-1-16 17:57
最后访问:
2024-8-18 02:04
访问标签:
FreeCourseSite
com
Udemy
-
Deep
Learning
Advanced
Computer
Vision
文件列表详情
1. Welcome/1. Introduction.mp4 7.77 MB
1. Welcome/2. Outline and Perspective.mp4 7.46 MB
1. Welcome/3. How to Succeed in this Course.mp4 3.31 MB
2. Review/1. Review of CNNs.mp4 18.5 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 2.7 MB
3. VGG and Transfer Learning/2. What's so special about VGG.mp4 12.2 MB
3. VGG and Transfer Learning/3. Transfer Learning.mp4 38.13 MB
3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 3.89 MB
3. VGG and Transfer Learning/5. Getting the data.mp4 1.77 MB
3. VGG and Transfer Learning/6. Code pt 1.mp4 11.52 MB
3. VGG and Transfer Learning/7. Code pt 2.mp4 8.57 MB
3. VGG and Transfer Learning/8. Code pt 3.mp4 4.21 MB
3. VGG and Transfer Learning/9. VGG Section Summary.mp4 3.16 MB
4. ResNet (and Inception)/1. ResNet Section Intro.mp4 2.82 MB
4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 2.08 MB
4. ResNet (and Inception)/11. Applying ResNet.mp4 3.6 MB
4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 3.11 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 10.4 MB
4. ResNet (and Inception)/3. Building ResNet - Strategy.mp4 2.67 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 8.98 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 5.92 MB
5. Object Detection (SSD)/1. SSD Section Intro.mp4 5.7 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 7.85 MB
5. Object Detection (SSD)/5. The Problem of Scale.mp4 4.16 MB
5. Object Detection (SSD)/6. The Problem of Shape.mp4 3.6 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 2.92 MB
6. Neural Style Transfer/2. Style Transfer Theory.mp4 19.94 MB
6. Neural Style Transfer/3. Optimizing the Loss.mp4 7.25 MB
6. Neural Style Transfer/4. Code pt 1.mp4 9.46 MB
6. Neural Style Transfer/5. Code pt 2.mp4 15.72 MB
6. Neural Style Transfer/6. Code pt 3.mp4 5.74 MB
6. Neural Style Transfer/7. Style Transfer Section Summary.mp4 2.51 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 81.54 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 38.65 MB
9. Appendix/1. What is the Appendix.mp4 5.45 MB
9. Appendix/10. Python 2 vs Python 3.mp4 5.47 MB
9. Appendix/11. What order should I take your courses in (part 1).mp4 29.33 MB
9. Appendix/12. What order should I take your courses in (part 2).mp4 37.62 MB
9. Appendix/2. Windows-Focused Environment Setup 2018.mp4 186.32 MB
9. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.82 MB
9. Appendix/4. How to Succeed in this Course (Long Version).mp4 13 MB
9. Appendix/5. How to Code by Yourself (part 1).mp4 24.53 MB
9. Appendix/6. How to Code by Yourself (part 2).mp4 8.64 MB
9. Appendix/7. Proof that using Jupyter Notebook is the same as not using it.mp4 78.27 MB
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.96 MB
9. Appendix/9. Where to get discount coupons and FREE deep learning material.mp4 3.38 MB
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