Download Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!) Torrent

Torrent Contents Size: 3.85 GB

Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

TutsNode.com.txt

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[TutsNode.com] - Deep Learning Advanced Computer Vision (GANs, SSD, +More!)

1. Welcome

1. Introduction.mp4	MP4	7.77 MB
1. Introduction.srt	SRT	3.21 KB
2. Outline and Perspective.mp4	MP4	7.45 MB
2. Outline and Perspective.srt	SRT	8.85 KB
3. Where to get the code.mp4	MP4	46.05 MB
3. Where to get the code.srt	SRT	12.38 KB
3.1 Colab Notebooks.html	HTML	157 B
3.2 Github Link.html	HTML	120 B
4. How to Succeed in this Course.mp4	MP4	3.3 MB
4. How to Succeed in this Course.srt	SRT	3.97 KB

10. GANs (Generative Adversarial Networks)

1. GAN Theory.mp4	MP4	91.06 MB
1. GAN Theory.srt	SRT	20.71 KB
2. GAN Colab Notebook.html	HTML	246 B
3. GAN Code.mp4	MP4	82.29 MB
3. GAN Code.srt	SRT	14.88 KB

11. Object Localization Project

1. Localization Introduction and Outline.mp4	MP4	62.9 MB
1. Localization Introduction and Outline.srt	SRT	18.11 KB
10. Localization Code (pt 4).mp4	MP4	13.32 MB
10. Localization Code (pt 4).srt	SRT	2.23 KB
11. Localization Code Outline (pt 5).mp4	MP4	43.07 MB
11. Localization Code Outline (pt 5).srt	SRT	10.75 KB
12. Localization Code (pt 5).mp4	MP4	59.85 MB
12. Localization Code (pt 5).srt	SRT	10.4 KB
13. Localization Code Outline (pt 6).mp4	MP4	33.57 MB
13. Localization Code Outline (pt 6).srt	SRT	9.42 KB
14. Localization Code (pt 6).mp4	MP4	56.68 MB
14. Localization Code (pt 6).srt	SRT	9.91 KB
15. Localization Code Outline (pt 7).mp4	MP4	20.61 MB
15. Localization Code Outline (pt 7).srt	SRT	6.32 KB
16. Localization Code (pt 7).mp4	MP4	77.18 MB
16. Localization Code (pt 7).srt	SRT	15.48 KB
2. Localization Code Outline (pt 1).mp4	MP4	41.29 MB
2. Localization Code Outline (pt 1).srt	SRT	14.08 KB
3. Object Localization Colab Notebooks.html	HTML	789 B
4. Localization Code (pt 1).mp4	MP4	53.81 MB
4. Localization Code (pt 1).srt	SRT	11.83 KB
5. Localization Code Outline (pt 2).mp4	MP4	18.71 MB
5. Localization Code Outline (pt 2).srt	SRT	6.16 KB
6. Localization Code (pt 2).mp4	MP4	58.6 MB
6. Localization Code (pt 2).srt	SRT	13.71 KB
7. Localization Code Outline (pt 3).mp4	MP4	12.33 MB
7. Localization Code Outline (pt 3).srt	SRT	4.31 KB
8. Localization Code (pt 3).mp4	MP4	30.06 MB
8. Localization Code (pt 3).srt	SRT	5.1 KB
9. Localization Code Outline (pt 4).mp4	MP4	13.66 MB
9. Localization Code Outline (pt 4).srt	SRT	4.59 KB

12. Keras and Tensorflow 2 Basics Review

1. (Review) Tensorflow Basics.mp4	MP4	81.53 MB
1. (Review) Tensorflow Basics.srt	SRT	5.88 KB
2. (Review) Tensorflow Neural Network in Code.mp4	MP4	97.24 MB
2. (Review) Tensorflow Neural Network in Code.srt	SRT	5.51 KB
3. (Review) Keras Discussion.mp4	MP4	27.64 MB
3. (Review) Keras Discussion.srt	SRT	9.08 KB
4. (Review) Keras Neural Network in Code.mp4	MP4	66.16 MB
4. (Review) Keras Neural Network in Code.srt	SRT	7.34 KB
5. (Review) Keras Functional API.mp4	MP4	38.64 MB
5. (Review) Keras Functional API.srt	SRT	5.4 KB
6. (Review) How to easily convert Keras into Tensorflow 2.0 code.mp4	MP4	9.81 MB
6. (Review) How to easily convert Keras into Tensorflow 2.0 code.srt	SRT	2.08 KB

13. Setting Up Your Environment (FAQ by Student Request)

1. Windows-Focused Environment Setup 2018.mp4	MP4	186.32 MB
1. Windows-Focused Environment Setup 2018.srt	SRT	20.1 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	MP4	43.82 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	SRT	14.48 KB

14. Extra Help With Python Coding for Beginners (FAQ by Student Request)

1. How to Code by Yourself (part 1).mp4	MP4	24.53 MB
1. How to Code by Yourself (part 1).srt	SRT	22.75 KB
2. How to Code by Yourself (part 2).mp4	MP4	8.64 MB
2. How to Code by Yourself (part 2).srt	SRT	13.22 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	MP4	78.26 MB
3. Proof that using Jupyter Notebook is the same as not using it.srt	SRT	14.12 KB
4. Python 2 vs Python 3.mp4	MP4	5.47 MB
4. Python 2 vs Python 3.srt	SRT	6.05 KB

15. Effective Learning Strategies for Machine Learning (FAQ by Student Request)

1. How to Succeed in this Course (Long Version).mp4	MP4	12.99 MB
1. How to Succeed in this Course (Long Version).srt	SRT	14.66 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	MP4	38.95 MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	SRT	31.79 KB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	MP4	29.32 MB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	SRT	16.03 KB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	MP4	37.62 MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt	SRT	23.04 KB

16. Appendix FAQ Finale

1. What is the Appendix.mp4	MP4	5.45 MB
1. What is the Appendix.srt	SRT	3.72 KB
2. BONUS Where to get discount coupons and FREE deep learning material.mp4	MP4	37.81 MB
2. BONUS Where to get discount coupons and FREE deep learning material.srt	SRT	7.87 KB

2. Machine Learning Basics Review

1. What is Machine Learning.mp4	MP4	70.85 MB
1. What is Machine Learning.srt	SRT	18.94 KB
10. Saving and Loading a Model.mp4	MP4	33.86 MB
10. Saving and Loading a Model.srt	SRT	4.94 KB
11. Suggestion Box.mp4	MP4	16.11 MB
11. Suggestion Box.srt	SRT	4.7 KB
2. Code Preparation (Classification Theory).mp4	MP4	65.13 MB
2. Code Preparation (Classification Theory).srt	SRT	20.47 KB
3. Beginner's Code Preamble.mp4	MP4	25.11 MB
3. Beginner's Code Preamble.srt	SRT	6.88 KB
3.1 Notebooks.html	HTML	157 B
4. Classification Notebook.mp4	MP4	60.47 MB
4. Classification Notebook.srt	SRT	9.22 KB
5. Code Preparation (Regression Theory).mp4	MP4	30.71 MB
5. Code Preparation (Regression Theory).srt	SRT	8.85 KB
6. Regression Notebook.mp4	MP4	64.67 MB
6. Regression Notebook.srt	SRT	12.36 KB
7. The Neuron.mp4	MP4	45.48 MB
7. The Neuron.srt	SRT	12.61 KB
8. How does a model learn.mp4	MP4	51.84 MB
8. How does a model learn.srt	SRT	14.27 KB
9. Making Predictions.mp4	MP4	36.85 MB
9. Making Predictions.srt	SRT	8.12 KB

3. Artificial Neural Networks (ANN) Review

1. Artificial Neural Networks Section Introduction.mp4	MP4	29.85 MB
1. Artificial Neural Networks Section Introduction.srt	SRT	8 KB
2. Forward Propagation.mp4	MP4	46.75 MB
2. Forward Propagation.srt	SRT	12.41 KB
3. The Geometrical Picture.mp4	MP4	56.46 MB
3. The Geometrical Picture.srt	SRT	11.73 KB
4. Activation Functions.mp4	MP4	80.61 MB
4. Activation Functions.srt	SRT	22.9 KB
5. Multiclass Classification.mp4	MP4	41.41 MB
5. Multiclass Classification.srt	SRT	11.09 KB
6. How to Represent Images.mp4	MP4	70.49 MB
6. How to Represent Images.srt	SRT	15.84 KB
7. Code Preparation (ANN).mp4	MP4	50.97 MB
7. Code Preparation (ANN).srt	SRT	16.41 KB
8. ANN for Image Classification.mp4	MP4	47.71 MB
8. ANN for Image Classification.srt	SRT	9.93 KB
9. ANN for Regression.mp4	MP4	69.23 MB
9. ANN for Regression.srt	SRT	13.31 KB

4. Convolutional Neural Networks (CNN) Review

1. What is Convolution (part 1).mp4	MP4	79.83 MB
1. What is Convolution (part 1).srt	SRT	20.65 KB
10. Batch Normalization.mp4	MP4	21.13 MB
10. Batch Normalization.srt	SRT	6.48 KB
11. Improving CIFAR-10 Results.mp4	MP4	72.94 MB
11. Improving CIFAR-10 Results.srt	SRT	13.34 KB
2. What is Convolution (part 2).mp4	MP4	22.3 MB
2. What is Convolution (part 2).srt	SRT	6.99 KB
3. What is Convolution (part 3).mp4	MP4	27.63 MB
3. What is Convolution (part 3).srt	SRT	8.21 KB
4. Convolution on Color Images.mp4	MP4	69.43 MB
4. Convolution on Color Images.srt	SRT	20.79 KB
5. CNN Architecture.mp4	MP4	80.68 MB
5. CNN Architecture.srt	SRT	28.64 KB
6. CNN Code Preparation.mp4	MP4	76.91 MB
6. CNN Code Preparation.srt	SRT	19.77 KB
7. CNN for Fashion MNIST.mp4	MP4	42.8 MB
7. CNN for Fashion MNIST.srt	SRT	7.98 KB
8. CNN for CIFAR-10.mp4	MP4	29.69 MB
8. CNN for CIFAR-10.srt	SRT	5.47 KB
9. Data Augmentation.mp4	MP4	34.99 MB
9. Data Augmentation.srt	SRT	11.41 KB

5. VGG and Transfer Learning

1. VGG Section Intro.mp4	MP4	2.69 MB
1. VGG Section Intro.srt	SRT	3.83 KB
2. What's so special about VGG.mp4	MP4	12.19 MB
2. What's so special about VGG.srt	SRT	9.04 KB
3. Transfer Learning.mp4	MP4	38.12 MB
3. Transfer Learning.srt	SRT	10.37 KB
4. Relationship to Greedy Layer-Wise Pretraining.mp4	MP4	3.88 MB
4. Relationship to Greedy Layer-Wise Pretraining.srt	SRT	2.6 KB
5. Getting the data.mp4	MP4	1.77 MB
5. Getting the data.srt	SRT	2.83 KB
6. Code pt 1.mp4	MP4	11.51 MB
6. Code pt 1.srt	SRT	12.21 KB
7. Code pt 2.mp4	MP4	8.56 MB
7. Code pt 2.srt	SRT	4.78 KB
8. Code pt 3.mp4	MP4	4.22 MB
8. Code pt 3.srt	SRT	4.35 KB
9. VGG Section Summary.mp4	MP4	3.15 MB
9. VGG Section Summary.srt	SRT	2.08 KB

6. ResNet (and Inception)

1. ResNet Section Intro.mp4	MP4	2.82 MB
1. ResNet Section Intro.srt	SRT	3.73 KB
10. Building ResNet - Putting it all together.mp4	MP4	5.91 MB
10. Building ResNet - Putting it all together.srt	SRT	5.13 KB
11. Exercise Apply ResNet.mp4	MP4	2.07 MB
11. Exercise Apply ResNet.srt	SRT	1.55 KB
12. Applying ResNet.mp4	MP4	3.59 MB
12. Applying ResNet.srt	SRT	3.11 KB
13. 1x1 Convolutions.mp4	MP4	3.11 MB
13. 1x1 Convolutions.srt	SRT	4.92 KB
14. Optional Inception.mp4	MP4	5.39 MB
14. Optional Inception.srt	SRT	8.63 KB
15. Different sized images using the same network.mp4	MP4	7.41 MB
15. Different sized images using the same network.srt	SRT	5.51 KB
16. ResNet Section Summary.mp4	MP4	4.19 MB
16. ResNet Section Summary.srt	SRT	2.9 KB
2. ResNet Architecture.mp4	MP4	10.39 MB
2. ResNet Architecture.srt	SRT	16.52 KB
3. Building ResNet - Strategy.mp4	MP4	2.66 MB
3. Building ResNet - Strategy.srt	SRT	2.96 KB
4. Uh-oh! What Happens if the Implementation Changes.mp4	MP4	25.34 MB
4. Uh-oh! What Happens if the Implementation Changes.srt	SRT	7.17 KB
5. Building ResNet - Conv Block Details.mp4	MP4	6.18 MB
5. Building ResNet - Conv Block Details.srt	SRT	4.53 KB
6. Building ResNet - Conv Block Code.mp4	MP4	8.97 MB
6. Building ResNet - Conv Block Code.srt	SRT	7.8 KB
7. Building ResNet - Identity Block Details.mp4	MP4	2.38 MB
7. Building ResNet - Identity Block Details.srt	SRT	1.72 KB
8. Building ResNet - First Few Layers.mp4	MP4	4.03 MB
8. Building ResNet - First Few Layers.srt	SRT	3.04 KB
9. Building ResNet - First Few Layers (Code).mp4	MP4	10.31 MB
9. Building ResNet - First Few Layers (Code).srt	SRT	4.79 KB

7. Object Detection (SSD RetinaNet)

1. SSD Section Intro.mp4	MP4	5.69 MB
1. SSD Section Intro.srt	SRT	6.17 KB
10. RetinaNet with Custom Dataset (pt 2).mp4	MP4	60.52 MB
10. RetinaNet with Custom Dataset (pt 2).srt	SRT	12.04 KB
11. RetinaNet with Custom Dataset (pt 3).mp4	MP4	61.81 MB
11. RetinaNet with Custom Dataset (pt 3).srt	SRT	8.01 KB
12. Optional Intersection over Union & Non-max Suppression.mp4	MP4	4.59 MB
12. Optional Intersection over Union & Non-max Suppression.srt	SRT	6.32 KB
13. SSD Section Summary.mp4	MP4	2.83 MB
13. SSD Section Summary.srt	SRT	3.5 KB
2. Object Localization.mp4	MP4	5.69 MB
2. Object Localization.srt	SRT	8.12 KB
3. What is Object Detection.mp4	MP4	4.79 MB
3. What is Object Detection.srt	SRT	3.6 KB
4. How would you find an object in an image.mp4	MP4	7.85 MB
4. How would you find an object in an image.srt	SRT	10.43 KB
5. The Problem of Scale.mp4	MP4	4.16 MB
5. The Problem of Scale.srt	SRT	4.63 KB
6. The Problem of Shape.mp4	MP4	3.59 MB
6. The Problem of Shape.srt	SRT	4.61 KB
7. 2020 Update - More Fun and Excitement.mp4	MP4	34.59 MB
7. 2020 Update - More Fun and Excitement.srt	SRT	8.33 KB
8. Using Pretrained RetinaNet.mp4	MP4	88.23 MB
8. Using Pretrained RetinaNet.srt	SRT	14.59 KB
8.1 Notebooks.html	HTML	157 B
9. RetinaNet with Custom Dataset (pt 1).mp4	MP4	26.6 MB
9. RetinaNet with Custom Dataset (pt 1).srt	SRT	6.09 KB

8. Neural Style Transfer

1. Style Transfer Section Intro.mp4	MP4	2.91 MB
1. Style Transfer Section Intro.srt	SRT	3.71 KB
2. Style Transfer Theory.mp4	MP4	19.94 MB
2. Style Transfer Theory.srt	SRT	14.43 KB
3. Optimizing the Loss.mp4	MP4	7.24 MB
3. Optimizing the Loss.srt	SRT	10.3 KB
4. Code pt 1.mp4	MP4	9.46 MB
4. Code pt 1.srt	SRT	9.54 KB
5. Code pt 2.mp4	MP4	15.71 MB
5. Code pt 2.srt	SRT	9.13 KB
6. Code pt 3.mp4	MP4	5.74 MB
6. Code pt 3.srt	SRT	4.46 KB
7. Style Transfer Section Summary.mp4	MP4	2.5 MB
7. Style Transfer Section Summary.srt	SRT	2.89 KB

9. Class Activation Maps

1. Class Activation Maps (Theory).mp4	MP4	53.42 MB
1. Class Activation Maps (Theory).srt	SRT	8.79 KB
2. Class Activation Maps (Code).mp4	MP4	104.76 MB
2. Class Activation Maps (Code).srt	SRT	10.06 KB

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Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

Torrent Contents Size: 3.85 GB

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