Deep Learning Advanced Computer Vision GANs SSD More | 85DD61E28B06E8626ABAB0E43B6514CDB4CAC331

Deep Learning Advanced Computer Vision GANs SSD More

Name	Deep Learning Advanced Computer Vision (GANs, SSD, +More!)	DOWNLOAD Copy Link
Total Size	4.1 GB
Total Files	242
Last Seen	2024-07-23 23:40
Hash	85DD61E28B06E8626ABAB0E43B6514CDB4CAC331

/.../13. Setting Up Your Environment (FAQ by Student Request)/
1. Windows-Focused Environment Setup 2018.mp4	195.4 MB
1. Windows-Focused Environment Setup 2018.srt	20.6 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.8 KB
/
TutsNode.com.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/1. Welcome/
1. Introduction.mp4	8.1 MB
1. Introduction.srt	3.3 KB
2. Outline and Perspective.mp4	7.8 MB
2. Outline and Perspective.srt	9.1 KB
3. Where to get the code.mp4	48.3 MB
3. Where to get the code.srt	12.7 KB
3.1 Colab Notebooks.html	0.2 KB
3.2 Github Link.html	0.1 KB
4. How to Succeed in this Course.mp4	3.5 MB
4. How to Succeed in this Course.srt	4.1 KB
/.../2. Machine Learning Basics Review/
1. What is Machine Learning.mp4	74.3 MB
1. What is Machine Learning.srt	19.4 KB
2. Code Preparation (Classification Theory).mp4	68.3 MB
2. Code Preparation (Classification Theory).srt	21.0 KB
3. Beginner's Code Preamble.mp4	26.3 MB
3. Beginner's Code Preamble.srt	7.0 KB
3.1 Notebooks.html	0.2 KB
4. Classification Notebook.mp4	63.4 MB
4. Classification Notebook.srt	9.4 KB
5. Code Preparation (Regression Theory).mp4	32.2 MB
5. Code Preparation (Regression Theory).srt	9.1 KB
6. Regression Notebook.mp4	67.8 MB
6. Regression Notebook.srt	12.7 KB
7. The Neuron.mp4	47.7 MB
7. The Neuron.srt	12.9 KB
8. How does a model learn.mp4	54.4 MB
8. How does a model learn.srt	14.6 KB
9. Making Predictions.mp4	38.6 MB
9. Making Predictions.srt	8.3 KB
10. Saving and Loading a Model.mp4	35.5 MB
10. Saving and Loading a Model.srt	5.1 KB
11. Suggestion Box.mp4	16.9 MB
11. Suggestion Box.srt	4.8 KB
/.../3. Artificial Neural Networks (ANN) Review/
1. Artificial Neural Networks Section Introduction.mp4	31.3 MB
1. Artificial Neural Networks Section Introduction.srt	8.2 KB
2. Forward Propagation.mp4	49.0 MB
2. Forward Propagation.srt	12.7 KB
3. The Geometrical Picture.mp4	59.2 MB
3. The Geometrical Picture.srt	12.0 KB
4. Activation Functions.mp4	84.5 MB
4. Activation Functions.srt	23.5 KB
5. Multiclass Classification.mp4	43.4 MB
5. Multiclass Classification.srt	11.4 KB
6. How to Represent Images.mp4	73.9 MB
6. How to Represent Images.srt	16.2 KB
7. Code Preparation (ANN).mp4	53.4 MB
7. Code Preparation (ANN).srt	16.8 KB
8. ANN for Image Classification.mp4	50.0 MB
8. ANN for Image Classification.srt	10.2 KB
9. ANN for Regression.mp4	72.6 MB
9. ANN for Regression.srt	13.6 KB
/.../4. Convolutional Neural Networks (CNN) Review/
1. What is Convolution (part 1).mp4	83.7 MB
1. What is Convolution (part 1).srt	21.1 KB
2. What is Convolution (part 2).mp4	23.4 MB
2. What is Convolution (part 2).srt	7.2 KB
3. What is Convolution (part 3).mp4	29.0 MB
3. What is Convolution (part 3).srt	8.4 KB
4. Convolution on Color Images.mp4	72.8 MB
4. Convolution on Color Images.srt	21.3 KB
5. CNN Architecture.mp4	84.6 MB
5. CNN Architecture.srt	29.3 KB
6. CNN Code Preparation.mp4	80.6 MB
6. CNN Code Preparation.srt	20.2 KB
7. CNN for Fashion MNIST.mp4	44.9 MB
7. CNN for Fashion MNIST.srt	8.2 KB
8. CNN for CIFAR-10.mp4	31.1 MB
8. CNN for CIFAR-10.srt	5.6 KB
9. Data Augmentation.mp4	36.7 MB
9. Data Augmentation.srt	11.7 KB
10. Batch Normalization.mp4	22.2 MB
10. Batch Normalization.srt	6.6 KB
11. Improving CIFAR-10 Results.mp4	76.5 MB
11. Improving CIFAR-10 Results.srt	13.7 KB
/.../5. VGG and Transfer Learning/
1. VGG Section Intro.mp4	2.8 MB
1. VGG Section Intro.srt	3.9 KB
2. What's so special about VGG.mp4	12.8 MB
2. What's so special about VGG.srt	9.3 KB
3. Transfer Learning.mp4	40.0 MB
3. Transfer Learning.srt	10.6 KB
4. Relationship to Greedy Layer-Wise Pretraining.mp4	4.1 MB
4. Relationship to Greedy Layer-Wise Pretraining.srt	2.7 KB
5. Getting the data.mp4	1.9 MB
5. Getting the data.srt	2.9 KB
6. Code pt 1.mp4	12.1 MB
6. Code pt 1.srt	12.5 KB
7. Code pt 2.mp4	9.0 MB
7. Code pt 2.srt	4.9 KB
8. Code pt 3.mp4	4.4 MB
8. Code pt 3.srt	4.5 KB
9. VGG Section Summary.mp4	3.3 MB
9. VGG Section Summary.srt	2.1 KB
/.../6. ResNet (and Inception)/
1. ResNet Section Intro.mp4	3.0 MB
1. ResNet Section Intro.srt	3.8 KB
2. ResNet Architecture.mp4	10.9 MB
2. ResNet Architecture.srt	16.9 KB
3. Building ResNet - Strategy.mp4	2.8 MB
3. Building ResNet - Strategy.srt	3.0 KB
4. Uh-oh! What Happens if the Implementation Changes.mp4	26.6 MB
4. Uh-oh! What Happens if the Implementation Changes.srt	7.3 KB
5. Building ResNet - Conv Block Details.mp4	6.5 MB
5. Building ResNet - Conv Block Details.srt	4.6 KB
6. Building ResNet - Conv Block Code.mp4	9.4 MB
6. Building ResNet - Conv Block Code.srt	8.0 KB
7. Building ResNet - Identity Block Details.mp4	2.5 MB
7. Building ResNet - Identity Block Details.srt	1.8 KB
8. Building ResNet - First Few Layers.mp4	4.2 MB
8. Building ResNet - First Few Layers.srt	3.1 KB
9. Building ResNet - First Few Layers (Code).mp4	10.8 MB
9. Building ResNet - First Few Layers (Code).srt	4.9 KB
10. Building ResNet - Putting it all together.mp4	6.2 MB
10. Building ResNet - Putting it all together.srt	5.3 KB
11. Exercise Apply ResNet.mp4	2.2 MB
11. Exercise Apply ResNet.srt	1.6 KB
12. Applying ResNet.mp4	3.8 MB
12. Applying ResNet.srt	3.2 KB
13. 1x1 Convolutions.mp4	3.3 MB
13. 1x1 Convolutions.srt	5.0 KB
14. Optional Inception.mp4	5.7 MB
14. Optional Inception.srt	8.8 KB
15. Different sized images using the same network.mp4	7.8 MB
15. Different sized images using the same network.srt	5.6 KB
16. ResNet Section Summary.mp4	4.4 MB
16. ResNet Section Summary.srt	3.0 KB
/.../7. Object Detection (SSD RetinaNet)/
1. SSD Section Intro.mp4	6.0 MB
1. SSD Section Intro.srt	6.3 KB
2. Object Localization.mp4	6.0 MB
2. Object Localization.srt	8.3 KB
3. What is Object Detection.mp4	5.0 MB
3. What is Object Detection.srt	3.7 KB
4. How would you find an object in an image.mp4	8.2 MB
4. How would you find an object in an image.srt	10.7 KB
5. The Problem of Scale.mp4	4.4 MB
5. The Problem of Scale.srt	4.7 KB
6. The Problem of Shape.mp4	3.8 MB
6. The Problem of Shape.srt	4.7 KB
7. 2020 Update - More Fun and Excitement.mp4	36.3 MB
7. 2020 Update - More Fun and Excitement.srt	8.5 KB
8. Using Pretrained RetinaNet.mp4	92.5 MB
8. Using Pretrained RetinaNet.srt	14.9 KB
8.1 Notebooks.html	0.2 KB
9. RetinaNet with Custom Dataset (pt 1).mp4	27.9 MB
9. RetinaNet with Custom Dataset (pt 1).srt	6.2 KB
10. RetinaNet with Custom Dataset (pt 2).mp4	63.5 MB
10. RetinaNet with Custom Dataset (pt 2).srt	12.3 KB
11. RetinaNet with Custom Dataset (pt 3).mp4	64.8 MB
11. RetinaNet with Custom Dataset (pt 3).srt	8.2 KB
12. Optional Intersection over Union & Non-max Suppression.mp4	4.8 MB
12. Optional Intersection over Union & Non-max Suppression.srt	6.5 KB
13. SSD Section Summary.mp4	3.0 MB
13. SSD Section Summary.srt	3.6 KB
/.../8. Neural Style Transfer/
1. Style Transfer Section Intro.mp4	3.1 MB
1. Style Transfer Section Intro.srt	3.8 KB
2. Style Transfer Theory.mp4	20.9 MB
2. Style Transfer Theory.srt	14.8 KB
3. Optimizing the Loss.mp4	7.6 MB
3. Optimizing the Loss.srt	10.5 KB
4. Code pt 1.mp4	9.9 MB
4. Code pt 1.srt	9.8 KB
5. Code pt 2.mp4	16.5 MB
5. Code pt 2.srt	9.3 KB
6. Code pt 3.mp4	6.0 MB
6. Code pt 3.srt	4.6 KB
7. Style Transfer Section Summary.mp4	2.6 MB
7. Style Transfer Section Summary.srt	3.0 KB
/.../9. Class Activation Maps/
1. Class Activation Maps (Theory).mp4	56.0 MB
1. Class Activation Maps (Theory).srt	9.0 KB
2. Class Activation Maps (Code).mp4	109.9 MB
2. Class Activation Maps (Code).srt	10.3 KB
/.../10. GANs (Generative Adversarial Networks)/
1. GAN Theory.mp4	95.5 MB
1. GAN Theory.srt	21.2 KB
2. GAN Colab Notebook.html	0.2 KB
3. GAN Code.mp4	86.3 MB
3. GAN Code.srt	15.2 KB
/.../11. Object Localization Project/
1. Localization Introduction and Outline.mp4	66.0 MB
1. Localization Introduction and Outline.srt	18.5 KB
2. Localization Code Outline (pt 1).mp4	43.3 MB
2. Localization Code Outline (pt 1).srt	14.4 KB
3. Object Localization Colab Notebooks.html	0.8 KB
4. Localization Code (pt 1).mp4	56.4 MB
4. Localization Code (pt 1).srt	12.1 KB
5. Localization Code Outline (pt 2).mp4	19.6 MB
5. Localization Code Outline (pt 2).srt	6.3 KB
6. Localization Code (pt 2).mp4	61.4 MB
6. Localization Code (pt 2).srt	14.0 KB
7. Localization Code Outline (pt 3).mp4	12.9 MB
7. Localization Code Outline (pt 3).srt	4.4 KB
8. Localization Code (pt 3).mp4	31.5 MB
8. Localization Code (pt 3).srt	5.2 KB
9. Localization Code Outline (pt 4).mp4	14.3 MB
9. Localization Code Outline (pt 4).srt	4.7 KB
10. Localization Code (pt 4).mp4	14.0 MB
10. Localization Code (pt 4).srt	2.3 KB
11. Localization Code Outline (pt 5).mp4	45.2 MB
11. Localization Code Outline (pt 5).srt	11.0 KB
12. Localization Code (pt 5).mp4	62.8 MB
12. Localization Code (pt 5).srt	10.6 KB
13. Localization Code Outline (pt 6).mp4	35.2 MB
13. Localization Code Outline (pt 6).srt	9.6 KB
14. Localization Code (pt 6).mp4	59.4 MB
14. Localization Code (pt 6).srt	10.1 KB
15. Localization Code Outline (pt 7).mp4	21.6 MB
15. Localization Code Outline (pt 7).srt	6.5 KB
16. Localization Code (pt 7).mp4	80.9 MB
16. Localization Code (pt 7).srt	15.9 KB
/.../12. Keras and Tensorflow 2 Basics Review/
1. (Review) Tensorflow Basics.mp4	85.5 MB
1. (Review) Tensorflow Basics.srt	6.0 KB
2. (Review) Tensorflow Neural Network in Code.mp4	102.0 MB
2. (Review) Tensorflow Neural Network in Code.srt	5.6 KB
3. (Review) Keras Discussion.mp4	29.0 MB
3. (Review) Keras Discussion.srt	9.3 KB
4. (Review) Keras Neural Network in Code.mp4	69.4 MB
4. (Review) Keras Neural Network in Code.srt	7.5 KB
5. (Review) Keras Functional API.mp4	40.5 MB
5. (Review) Keras Functional API.srt	5.5 KB
6. (Review) How to easily convert Keras into Tensorflow 2.0 code.mp4	10.3 MB
6. (Review) How to easily convert Keras into Tensorflow 2.0 code.srt	2.1 KB
/.../14. Extra Help With Python Coding for Beginners (FAQ by Student Request)/
1. How to Code by Yourself (part 1).mp4	25.7 MB
1. How to Code by Yourself (part 1).srt	23.3 KB
2. How to Code by Yourself (part 2).mp4	9.1 MB
2. How to Code by Yourself (part 2).srt	13.5 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
3. Proof that using Jupyter Notebook is the same as not using it.srt	14.5 KB
4. Python 2 vs Python 3.mp4	5.7 MB
4. Python 2 vs Python 3.srt	6.2 KB
/.../15. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/
1. How to Succeed in this Course (Long Version).mp4	13.6 MB
1. How to Succeed in this Course (Long Version).srt	15.0 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	32.5 KB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	30.7 MB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	16.4 KB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	39.4 MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt	23.6 KB
/.../16. Appendix FAQ Finale/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.srt	3.8 KB
2. BONUS Where to get discount coupons and FREE deep learning material.mp4	39.6 MB
2. BONUS Where to get discount coupons and FREE deep learning material.srt	8.1 KB
Total files 242