Udemy - Deep Learning: Advanced Computer Vision [TP]

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Udemy - Deep Learning: Advanced Computer Vision [TP]

Torrent Contents Size: 1.36 GB

Udemy - Deep Learning: Advanced Computer Vision [TP]
1. Welcome
1. Introduction.mp4
MP4
7.77 MB
1. Introduction.vtt
VTT
2.85 KB
2. Outline and Perspective.mp4
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7.46 MB
2. Outline and Perspective.vtt
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7.8 KB
3. How to Succeed in this Course.mp4
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3.3 MB
3. How to Succeed in this Course.vtt
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3.49 KB
2. Review
1. Review of CNNs.mp4
MP4
18.5 MB
1. Review of CNNs.vtt
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18.52 MB
2. Where to get the code and data.mp4
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2.19 MB
2. Where to get the code and data.vtt
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2.76 KB
3. Fashion MNIST.mp4
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3.3 MB
3. Fashion MNIST.vtt
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3.95 KB
4. Review of CNNs in Code.mp4
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7.61 MB
4. Review of CNNs in Code.vtt
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6.02 MB
3. VGG and Transfer Learning
1. VGG Section Intro.mp4
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2.69 MB
1. VGG Section Intro.vtt
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3.39 KB
2. What's so special about VGG.mp4
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12.19 MB
2. What's so special about VGG.vtt
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7.95 KB
3. Transfer Learning.mp4
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38.12 MB
3. Transfer Learning.vtt
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9.17 KB
4. Relationship to Greedy Layer-Wise Pretraining.mp4
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3.89 MB
4. Relationship to Greedy Layer-Wise Pretraining.vtt
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2.32 KB
5. Getting the data.mp4
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1.77 MB
5. Getting the data.vtt
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2.51 KB
6. Code pt 1.mp4
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11.51 MB
6. Code pt 1.vtt
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10.74 KB
7. Code pt 2.mp4
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8.56 MB
7. Code pt 2.vtt
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4.2 KB
8. Code pt 3.mp4
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4.22 MB
8. Code pt 3.vtt
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3.81 KB
9. VGG Section Summary.mp4
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3.16 MB
9. VGG Section Summary.vtt
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1.85 KB
4. ResNet (and Inception)
1. ResNet Section Intro.mp4
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2.81 MB
1. ResNet Section Intro.vtt
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3.31 KB
10. Exercise Apply ResNet.mp4
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2.07 MB
10. Exercise Apply ResNet.vtt
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1.36 KB
11. Applying ResNet.mp4
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3.6 MB
11. Applying ResNet.vtt
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2.73 KB
12. 1x1 Convolutions.mp4
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3.12 MB
12. 1x1 Convolutions.vtt
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4.34 KB
13. Optional Inception.mp4
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5.4 MB
13. Optional Inception.vtt
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7.64 KB
14. Different sized images using the same network.mp4
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7.42 MB
14. Different sized images using the same network.vtt
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4.85 KB
15. ResNet Section Summary.mp4
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4.2 MB
15. ResNet Section Summary.vtt
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2.57 KB
2. ResNet Architecture.mp4
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10.39 MB
2. ResNet Architecture.vtt
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14.5 KB
3. Building ResNet - Strategy.mp4
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2.66 MB
3. Building ResNet - Strategy.vtt
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2.63 KB
4. Building ResNet - Conv Block Details.mp4
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6.19 MB
4. Building ResNet - Conv Block Details.vtt
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4.01 KB
5. Building ResNet - Conv Block Code.mp4
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8.97 MB
5. Building ResNet - Conv Block Code.vtt
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6.87 KB
6. Building ResNet - Identity Block Details.mp4
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2.38 MB
6. Building ResNet - Identity Block Details.vtt
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1.53 KB
7. Building ResNet - First Few Layers.mp4
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4.04 MB
7. Building ResNet - First Few Layers.vtt
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2.68 KB
8. Building ResNet - First Few Layers (Code).mp4
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10.31 MB
8. Building ResNet - First Few Layers (Code).vtt
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4.23 KB
9. Building ResNet - Putting it all together.mp4
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5.91 MB
9. Building ResNet - Putting it all together.vtt
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4.51 KB
5. Object Detection (SSD)
1. SSD Section Intro.mp4
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5.7 MB
1. SSD Section Intro.vtt
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5.49 KB
10. SSD Section Summary.mp4
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2.83 MB
10. SSD Section Summary.vtt
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3.12 KB
2. Object Localization.mp4
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5.7 MB
2. Object Localization.vtt
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7.19 KB
3. What is Object Detection.mp4
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4.8 MB
3. What is Object Detection.vtt
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3.16 KB
4. How would you find an object in an image.mp4
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7.86 MB
4. How would you find an object in an image.vtt
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9.16 KB
5. The Problem of Scale.mp4
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4.16 MB
5. The Problem of Scale.vtt
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4.02 KB
6. The Problem of Shape.mp4
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3.59 MB
6. The Problem of Shape.vtt
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4.05 KB
7. SSD in Tensorflow.mp4
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17.42 MB
7. SSD in Tensorflow.vtt
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9.64 KB
8. Modifying SSD to work on Video.mp4
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24.79 MB
8. Modifying SSD to work on Video.vtt
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24.8 MB
9. Optional Intersection over Union & Non-max Suppression.mp4
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4.59 MB
9. Optional Intersection over Union & Non-max Suppression.vtt
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5.55 KB
6. Neural Style Transfer
1. Style Transfer Section Intro.mp4
MP4
2.92 MB
1. Style Transfer Section Intro.vtt
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3.28 KB
2. Style Transfer Theory.mp4
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19.94 MB
2. Style Transfer Theory.vtt
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12.67 KB
3. Optimizing the Loss.mp4
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7.25 MB
3. Optimizing the Loss.vtt
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9.05 KB
4. Code pt 1.mp4
MP4
9.46 MB
4. Code pt 1.vtt
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8.34 KB
5. Code pt 2.mp4
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15.71 MB
5. Code pt 2.vtt
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7.98 KB
6. Code pt 3.mp4
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5.74 MB
6. Code pt 3.vtt
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3.92 KB
7. Style Transfer Section Summary.mp4
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2.5 MB
7. Style Transfer Section Summary.vtt
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2.59 KB
7. Bonus Class Activation Maps
1. Class Activation Maps (Theory).mp4
MP4
53.43 MB
1. Class Activation Maps (Theory).vtt
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7.75 KB
2. Class Activation Maps (Code).mp4
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104.76 MB
2. Class Activation Maps (Code).vtt
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8.73 KB
8. Basics Review
1. (Review) Tensorflow Basics.mp4
MP4
81.53 MB
1. (Review) Tensorflow Basics.vtt
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5.06 KB
2. (Review) Tensorflow Neural Network in Code.mp4
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97.24 MB
2. (Review) Tensorflow Neural Network in Code.vtt
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4.78 KB
3. (Review) Keras Discussion.mp4
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27.64 MB
3. (Review) Keras Discussion.vtt
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8.05 KB
4. (Review) Keras Neural Network in Code.mp4
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66.16 MB
4. (Review) Keras Neural Network in Code.vtt
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6.47 KB
5. (Review) Keras Functional API.mp4
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38.64 MB
5. (Review) Keras Functional API.vtt
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4.7 KB
9. Appendix FAQ
1. What is the Appendix.mp4
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5.46 MB
1. What is the Appendix.vtt
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3.28 KB
10. Python 2 vs Python 3.mp4
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5.47 MB
10. Python 2 vs Python 3.vtt
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5.32 KB
11. What order should I take your courses in (part 1).mp4
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29.32 MB
11. What order should I take your courses in (part 1).vtt
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14.09 KB
12. What order should I take your courses in (part 2).mp4
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37.63 MB
12. What order should I take your courses in (part 2).vtt
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37.63 MB
2. Windows-Focused Environment Setup 2018.mp4
MP4
186.32 MB
2. Windows-Focused Environment Setup 2018.vtt
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17.39 KB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
MP4
43.83 MB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
VTT
12.4 KB
4. How to Succeed in this Course (Long Version).mp4
MP4
12.99 MB
4. How to Succeed in this Course (Long Version).vtt
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12.86 KB
5. How to Code by Yourself (part 1).mp4
MP4
24.54 MB
5. How to Code by Yourself (part 1).vtt
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19.78 KB
6. How to Code by Yourself (part 2).mp4
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8.65 MB
6. How to Code by Yourself (part 2).vtt
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11.6 KB
7. Proof that using Jupyter Notebook is the same as not using it.mp4
MP4
78.26 MB
7. Proof that using Jupyter Notebook is the same as not using it.vtt
VTT
12.22 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
MP4
38.95 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
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27.77 KB
9. Where to get discount coupons and FREE deep learning material.mp4
MP4
3.37 MB
9. Where to get discount coupons and FREE deep learning material.vtt
VTT
2.98 KB
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URL
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