FreeCourseSite com Udemy Deep Learning Advanced Computer Vision | B203A1F6E0767DC480CCDDA010A99BC04317A0F7

FreeCourseSite com Udemy Deep Learning Advanced Computer Vision

Name	[FreeCourseSite.com] Udemy - Deep Learning Advanced Computer Vision	DOWNLOAD Copy Link
Total Size	1.4 GB
Total Files	136
Hash	B203A1F6E0767DC480CCDDA010A99BC04317A0F7

/1. Welcome/
1. Introduction.mp4	8.1 MB
1. Introduction.vtt	2.9 KB
2. Outline and Perspective.mp4	7.8 MB
2. Outline and Perspective.vtt	8.0 KB
3. How to Succeed in this Course.mp4	3.5 MB
3. How to Succeed in this Course.vtt	3.6 KB
/2. Review/
1. Review of CNNs.mp4	19.4 MB
1. Review of CNNs.vtt	12.5 KB
2. Where to get the code and data.mp4	2.3 MB
2. Where to get the code and data.vtt	2.8 KB
3. Fashion MNIST.mp4	3.5 MB
3. Fashion MNIST.vtt	4.0 KB
4. Review of CNNs in Code.mp4	8.0 MB
4. Review of CNNs in Code.vtt	6.7 KB
/3. VGG and Transfer Learning/
1. VGG Section Intro.mp4	2.8 MB
1. VGG Section Intro.vtt	3.5 KB
2. What's so special about VGG.mp4	12.8 MB
2. What's so special about VGG.vtt	8.1 KB
3. Transfer Learning.mp4	40.0 MB
3. Transfer Learning.vtt	9.4 KB
4. Relationship to Greedy Layer-Wise Pretraining.mp4	4.1 MB
4. Relationship to Greedy Layer-Wise Pretraining.vtt	2.4 KB
5. Getting the data.mp4	1.9 MB
5. Getting the data.vtt	2.6 KB
6. Code pt 1.mp4	12.1 MB
6. Code pt 1.vtt	11.0 KB
7. Code pt 2.mp4	9.0 MB
7. Code pt 2.vtt	4.3 KB
8. Code pt 3.mp4	4.4 MB
8. Code pt 3.vtt	3.9 KB
9. VGG Section Summary.mp4	3.3 MB
9. VGG Section Summary.vtt	1.9 KB
/4. ResNet (and Inception)/
1. ResNet Section Intro.mp4	3.0 MB
1. ResNet Section Intro.vtt	3.4 KB
10. Exercise Apply ResNet.mp4	2.2 MB
10. Exercise Apply ResNet.vtt	1.4 KB
11. Applying ResNet.mp4	3.8 MB
11. Applying ResNet.vtt	2.8 KB
12. 1x1 Convolutions.mp4	3.3 MB
12. 1x1 Convolutions.vtt	4.4 KB
13. Optional Inception.mp4	5.7 MB
13. Optional Inception.vtt	7.8 KB
14. Different sized images using the same network.mp4	7.8 MB
14. Different sized images using the same network.vtt	5.0 KB
15. ResNet Section Summary.mp4	4.4 MB
15. ResNet Section Summary.vtt	2.6 KB
2. ResNet Architecture.mp4	10.9 MB
2. ResNet Architecture.vtt	14.9 KB
3. Building ResNet - Strategy.mp4	2.8 MB
3. Building ResNet - Strategy.vtt	2.7 KB
4. Building ResNet - Conv Block Details.mp4	6.5 MB
4. Building ResNet - Conv Block Details.vtt	4.1 KB
5. Building ResNet - Conv Block Code.mp4	9.4 MB
5. Building ResNet - Conv Block Code.vtt	7.0 KB
6. Building ResNet - Identity Block Details.mp4	2.5 MB
6. Building ResNet - Identity Block Details.vtt	1.6 KB
7. Building ResNet - First Few Layers.mp4	4.2 MB
7. Building ResNet - First Few Layers.vtt	2.7 KB
8. Building ResNet - First Few Layers (Code).mp4	10.8 MB
8. Building ResNet - First Few Layers (Code).vtt	4.3 KB
9. Building ResNet - Putting it all together.mp4	6.2 MB
9. Building ResNet - Putting it all together.vtt	4.6 KB
/5. Object Detection (SSD)/
1. SSD Section Intro.mp4	6.0 MB
1. SSD Section Intro.vtt	5.6 KB
10. SSD Section Summary.mp4	3.0 MB
10. SSD Section Summary.vtt	3.2 KB
2. Object Localization.mp4	6.0 MB
2. Object Localization.vtt	7.4 KB
3. What is Object Detection.mp4	5.0 MB
3. What is Object Detection.vtt	3.2 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.vtt	9.4 KB
5. The Problem of Scale.mp4	4.4 MB
5. The Problem of Scale.vtt	4.1 KB
6. The Problem of Shape.mp4	3.8 MB
6. The Problem of Shape.vtt	4.1 KB
7. SSD in Tensorflow.mp4	18.3 MB
7. SSD in Tensorflow.vtt	9.9 KB
8. Modifying SSD to work on Video.mp4	26.0 MB
8. Modifying SSD to work on Video.vtt	5.1 KB
9. Optional Intersection over Union & Non-max Suppression.mp4	4.8 MB
9. Optional Intersection over Union & Non-max Suppression.vtt	4.8 MB
/6. Neural Style Transfer/
1. Style Transfer Section Intro.mp4	3.1 MB
1. Style Transfer Section Intro.vtt	3.4 KB
2. Style Transfer Theory.mp4	20.9 MB
2. Style Transfer Theory.vtt	13.0 KB
3. Optimizing the Loss.mp4	7.6 MB
3. Optimizing the Loss.vtt	9.3 KB
4. Code pt 1.mp4	9.9 MB
4. Code pt 1.vtt	8.5 KB
5. Code pt 2.mp4	16.5 MB
5. Code pt 2.vtt	8.2 KB
6. Code pt 3.mp4	6.0 MB
6. Code pt 3.vtt	4.0 KB
7. Style Transfer Section Summary.mp4	2.6 MB
7. Style Transfer Section Summary.vtt	2.6 KB
/7. Bonus Class Activation Maps/
1. Class Activation Maps (Theory).mp4	56.0 MB
1. Class Activation Maps (Theory).vtt	7.9 KB
2. Class Activation Maps (Code).mp4	109.9 MB
2. Class Activation Maps (Code).vtt	8.9 KB
/8. Basics Review/
1. (Review) Tensorflow Basics.mp4	85.5 MB
1. (Review) Tensorflow Basics.vtt	5.2 KB
2. (Review) Tensorflow Neural Network in Code.mp4	102.0 MB
2. (Review) Tensorflow Neural Network in Code.vtt	4.9 KB
3. (Review) Keras Discussion.mp4	29.0 MB
3. (Review) Keras Discussion.vtt	8.2 KB
4. (Review) Keras Neural Network in Code.mp4	69.4 MB
4. (Review) Keras Neural Network in Code.vtt	6.6 KB
5. (Review) Keras Functional API.mp4	40.5 MB
5. (Review) Keras Functional API.vtt	4.8 KB
/9. Appendix/
1. What is the Appendix.mp4	5.7 MB
1. What is the Appendix.vtt	3.4 KB
10. Python 2 vs Python 3.mp4	5.7 MB
10. Python 2 vs Python 3.vtt	5.4 KB
11. What order should I take your courses in (part 1).mp4	30.8 MB
11. What order should I take your courses in (part 1).vtt	14.4 KB
12. What order should I take your courses in (part 2).mp4	39.4 MB
12. What order should I take your courses in (part 2).vtt	20.7 KB
2. Windows-Focused Environment Setup 2018.mp4	195.4 MB
2. Windows-Focused Environment Setup 2018.vtt	17.8 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.vtt	12.7 KB
4. How to Succeed in this Course (Long Version).mp4	13.6 MB
4. How to Succeed in this Course (Long Version).vtt	13.2 KB
5. How to Code by Yourself (part 1).mp4	25.7 MB
5. How to Code by Yourself (part 1).vtt	20.3 KB
6. How to Code by Yourself (part 2).mp4	9.1 MB
6. How to Code by Yourself (part 2).vtt	11.9 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.vtt	12.5 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.vtt	28.4 KB
9. Where to get discount coupons and FREE deep learning material.mp4	3.5 MB
9. Where to get discount coupons and FREE deep learning material.vtt	3.1 KB
/
[FCS Forum].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 136