Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!) [FreeAllCourse]
Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!) [FreeAllCourse]
Deep Learning: Advanced Computer Vision (GANs, SSD, +More!) VGG, ResNet, Inception, SSD, RetinaNet, Neural Style Transfer, GANs +More in Tensorflow, Keras, and Python For More Paid Udemy Courses: FreeAllCourse.Com What you'll learn? # Understand and apply transfer learning
# Understand and use state-of-the-art convolutional neural nets such as VGG, ResNet and Inception
# Understand and use object detection algorithms like SSD
# Understand and apply neural style transfer
# Understand state-of-the-art computer vision topics
# Class Activation Maps
# GANs (Generative Adversarial Networks)
# Object Localization Implementation Project
Description Created by Lazy Programmer Inc.
Last updated 5/2020 Audio: English Caption: English [Auto-generated]
88
Other /Tutorials
2.4 GB
[FreeAllCourse.Com] Udemy - Deep Learning Advanced Computer Vision (GANs, SSD, +More!)
0. Websites you may like
[FreeAllCourse.Com].url (0.1 KB)
1. Welcome
1. Introduction.mp4 (7.8 MB)
1. Introduction.srt (3.2 KB)
2. Outline and Perspective.mp4 (7.5 MB)
2. Outline and Perspective.srt (8.9 KB)
3. How to Succeed in this Course.mp4 (3.3 MB)
3. How to Succeed in this Course.srt (4.0 KB)
10. Basics Review
1. (Review) Tensorflow Basics.mp4 (81.5 MB)
1. (Review) Tensorflow Basics.srt (5.9 KB)
2. (Review) Tensorflow Neural Network in Code.mp4 (97.3 MB)
2. (Review) Tensorflow Neural Network in Code.srt (5.5 KB)
3. (Review) Keras Discussion.mp4 (27.6 MB)
3. (Review) Keras Discussion.srt (9.1 KB)
4. (Review) Keras Neural Network in Code.mp4 (66.2 MB)
4. (Review) Keras Neural Network in Code.srt (7.3 KB)
5. (Review) Keras Functional API.mp4 (38.7 MB)
5. (Review) Keras Functional API.srt (5.4 KB)
6. (Review) How to easily convert Keras into Tensorflow 2.0 code.mp4 (9.8 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 (5.5 MB)
1. What is the Appendix.srt (3.7 KB)
10. What order should I take your courses in (part 1).mp4 (29.3 MB)
10. What order should I take your courses in (part 1).srt (16.0 KB)
11. What order should I take your courses in (part 2).mp4 (37.6 MB)
11. What order should I take your courses in (part 2).srt (23.0 KB)
12. BONUS Where to get discount coupons and FREE deep learning material.mp4 (37.8 MB)
12. BONUS Where to get discount coupons and FREE deep learning material.srt (7.9 KB)
2. Windows-Focused Environment Setup 2018.mp4 (186.3 MB)
2. Windows-Focused Environment Setup 2018.srt (20.1 KB)
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 (43.8 MB)
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt (14.5 KB)
4. How to Succeed in this Course (Long Version).mp4 (13.0 MB)
4. How to Succeed in this Course (Long Version).srt (14.7 KB)
5. How to Code by Yourself (part 1).mp4 (24.5 MB)
5. How to Code by Yourself (part 1).srt (22.8 KB)
6. How to Code by Yourself (part 2).mp4 (8.6 MB)
6. How to Code by Yourself (part 2).srt (13.2 KB)
7. Proof that using Jupyter Notebook is the same as not using it.mp4 (78.3 MB)
7. Proof that using Jupyter Notebook is the same as not using it.srt (14.1 KB)
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 (39.0 MB)
8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt (31.8 KB)
9. Python 2 vs Python 3.mp4 (5.5 MB)
9. Python 2 vs Python 3.srt (6.0 KB)
2. Review
1. Review of CNNs.mp4 (18.5 MB)
1. Review of CNNs.srt (13.9 KB)
2. Where to get the code and data.mp4 (2.2 MB)
2. Where to get the code and data.srt (3.1 KB)
3. Fashion MNIST.mp4 (3.3 MB)
3. Fashion MNIST.srt (4.5 KB)
4. Review of CNNs in Code.mp4 (56.9 MB)
4. Review of CNNs in Code.srt (8.2 KB)
3. VGG and Transfer Learning
1. VGG Section Intro.mp4 (2.7 MB)
1. VGG Section Intro.srt (3.8 KB)
2. What's so special about VGG.mp4 (12.2 MB)
2. What's so special about VGG.srt (9.0 KB)
3. Transfer Learning.mp4 (38.1 MB)
3. Transfer Learning.srt (10.4 KB)
4. Relationship to Greedy Layer-Wise Pretraining.mp4 (3.9 MB)
4. Relationship to Greedy Layer-Wise Pretraining.srt (2.6 KB)
5. Getting the data.mp4 (1.8 MB)
5. Getting the data.srt (2.8 KB)
6. Code pt 1.mp4 (11.5 MB)
6. Code pt 1.srt (12.2 KB)
7. Code pt 2.mp4 (8.6 MB)
7. Code pt 2.srt (4.8 KB)
8. Code pt 3.mp4 (4.2 MB)
8. Code pt 3.srt (4.3 KB)
9. VGG Section Summary.mp4 (3.2 MB)
9. VGG Section Summary.srt (2.1 KB)
4. ResNet (and Inception)
1. ResNet Section Intro.mp4 (2.8 MB)
1. ResNet Section Intro.srt (3.7 KB)
10. Building ResNet - Putting it all together.mp4 (5.9 MB)
10. Building ResNet - Putting it all together.srt (5.1 KB)
11. Exercise Apply ResNet.mp4 (2.1 MB)
11. Exercise Apply ResNet.srt (1.5 KB)
12. Applying ResNet.mp4 (3.6 MB)
12. Applying ResNet.srt (3.1 KB)
13. 1x1 Convolutions.mp4 (3.1 MB)
13. 1x1 Convolutions.srt (4.9 KB)
14. Optional Inception.mp4 (5.4 MB)
14. Optional Inception.srt (8.6 KB)
15. Different sized images using the same network.mp4 (7.4 MB)
15. Different sized images using the same network.srt (5.5 KB)
16. ResNet Section Summary.mp4 (4.2 MB)
16. ResNet Section Summary.srt (2.9 KB)
2. ResNet Architecture.mp4 (10.4 MB)
2. ResNet Architecture.srt (16.5 KB)
3. Building ResNet - Strategy.mp4 (2.7 MB)
3. Building ResNet - Strategy.srt (3.0 KB)
4. Uh-oh! What Happens if the Implementation Changes.mp4 (25.3 MB)
4. Uh-oh! What Happens if the Implementation Changes.srt (7.2 KB)
5. Building ResNet - Conv Block Details.mp4 (6.2 MB)
5. Building ResNet - Conv Block Details.srt (4.5 KB)
6. Building ResNet - Conv Block Code.mp4 (9.0 MB)
6. Building ResNet - Conv Block Code.srt (7.8 KB)
7. Building ResNet - Identity Block Details.mp4 (2.4 MB)
7. Building ResNet - Identity Block Details.srt (1.7 KB)
8. Building ResNet - First Few Layers.mp4 (4.0 MB)
8. Building ResNet - First Few Layers.srt (3.0 KB)
9. Building ResNet - First Few Layers (Code).mp4 (10.3 MB)
9. Building ResNet - First Few Layers (Code).srt (4.8 KB)
5. Object Detection (SSD RetinaNet)
1. SSD Section Intro.mp4 (5.7 MB
files
2020-05-27 11:06:57
English
Seeders : 4 , Leechers : 4
Deep Learning Advanced Computer Vision
Udemy - Deep Learning: Advanced Computer Vision (GANs, SSD, +More!) [FreeAllCourse]
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