FreeAllCourse Com Udemy Deep Learning Advanced Computer Vision GANs SSD More

FreeAllCourse Com Udemy Deep Learning Advanced Computer Vision GANs SSD More

Name	[FreeAllCourse.Com] Udemy - Deep Learning Advanced Computer Vision (GANs, SSD, +More!)	DOWNLOAD Copy Link
Total Size	2.5 GB
Total Files	184
Hash	CACFDE823B25EC8F520C34AB7B1E1A341A696BB2

/0. Websites you may like/
[FreeAllCourse.Com].url	0.1 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. How to Succeed in this Course.mp4	3.5 MB
3. How to Succeed in this Course.srt	4.1 KB
/10. 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
/11. Appendix FAQ/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.srt	3.8 KB
10. What order should I take your courses in (part 1).mp4	30.8 MB
10. What order should I take your courses in (part 1).srt	16.4 KB
11. What order should I take your courses in (part 2).mp4	39.4 MB
11. What order should I take your courses in (part 2).srt	23.6 KB
12. BONUS Where to get discount coupons and FREE deep learning material.mp4	39.6 MB
12. BONUS Where to get discount coupons and FREE deep learning material.srt	8.1 KB
2. Windows-Focused Environment Setup 2018.mp4	195.4 MB
2. Windows-Focused Environment Setup 2018.srt	20.6 KB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.8 KB
4. How to Succeed in this Course (Long Version).mp4	13.6 MB
4. How to Succeed in this Course (Long Version).srt	15.0 KB
5. How to Code by Yourself (part 1).mp4	25.7 MB
5. How to Code by Yourself (part 1).srt	23.3 KB
6. How to Code by Yourself (part 2).mp4	9.1 MB
6. How to Code by Yourself (part 2).srt	13.5 KB
7. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
7. Proof that using Jupyter Notebook is the same as not using it.srt	14.5 KB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.9 MB
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	32.5 KB
9. Python 2 vs Python 3.mp4	5.7 MB
9. Python 2 vs Python 3.srt	6.2 KB
/2. Review/
1. Review of CNNs.mp4	19.4 MB
1. Review of CNNs.srt	14.2 KB
2. Where to get the code and data.mp4	2.3 MB
2. Where to get the code and data.srt	3.2 KB
3. Fashion MNIST.mp4	3.5 MB
3. Fashion MNIST.srt	4.6 KB
4. Review of CNNs in Code.mp4	59.6 MB
4. Review of CNNs in Code.srt	8.4 KB
/3. 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
/4. ResNet (and Inception)/
1. ResNet Section Intro.mp4	3.0 MB
1. ResNet Section Intro.srt	3.8 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
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
/5. Object Detection (SSD RetinaNet)/
1. SSD Section Intro.mp4	6.0 MB
1. SSD Section Intro.srt	6.3 KB
10. RetinaNet with Custom Dataset (pt 1).mp4	27.9 MB
10. RetinaNet with Custom Dataset (pt 1).srt	6.2 KB
11. RetinaNet with Custom Dataset (pt 2).mp4	63.5 MB
11. RetinaNet with Custom Dataset (pt 2).srt	12.3 KB
12. RetinaNet with Custom Dataset (pt 3).mp4	64.8 MB
12. RetinaNet with Custom Dataset (pt 3).srt	8.2 KB
13. Optional Intersection over Union & Non-max Suppression.mp4	4.8 MB
13. Optional Intersection over Union & Non-max Suppression.srt	6.5 KB
14. SSD Section Summary.mp4	3.0 MB
14. SSD Section Summary.srt	3.6 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. RetinaNet Notebooks.html	0.5 KB
9. Using Pretrained RetinaNet.mp4	92.5 MB
9. Using Pretrained RetinaNet.srt	14.9 KB
/6. 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
/7. 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
/8. 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
/9. Object Localization Project/
1. Localization Introduction and Outline.mp4	66.0 MB
1. Localization Introduction and Outline.srt	18.5 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
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	61.5 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
/
Verify Files.txt	1.1 KB
[FreeAllCourse.Com].url	0.1 KB
Total files 184