Udemy - Deep Learning and Computer Vision A-Z™ OpenCV, SSD & GANs...

Files:

• 1. Welcome to the Course!.mp4 (21.9 MB)
• 1. Welcome to the Course!.srt (1.8 KB)
• 2. BONUS Learning Paths.html (2.4 KB)
• 3. Some Additional Resources!!.html (0.6 KB)
• 4. This PDF resource will help you a lot!.html (0.7 KB)
• 4.1 Computer_Vision FAQ.pdf.pdf (1.4 MB)
• 5. FAQBot!.html (1.8 KB)

• 1. What is Deep Learning.mp4 (31.3 MB)
• 1. What is Deep Learning.srt (18.1 KB)
• 2. Plan of Attack.mp4 (4.8 MB)
• 2. Plan of Attack.srt (4.0 KB)
• 3. The Neuron.mp4 (29.6 MB)
• 3. The Neuron.srt (24.9 KB)
• 4. The Activation Function.mp4 (14.8 MB)
• 4. The Activation Function.srt (12.0 KB)
• 5. How do Neural Networks work.mp4 (23.5 MB)
• 5. How do Neural Networks work.srt (19.1 KB)
• 6. How do Neural Networks learn.mp4 (26.6 MB)
• 6. How do Neural Networks learn.srt (18.9 KB)
• 7. Gradient Descent.mp4 (18.5 MB)
• 7. Gradient Descent.srt (14.0 KB)
• 8. Stochastic Gradient Descent.mp4 (16.8 MB)
• 8. Stochastic Gradient Descent.srt (12.1 KB)
• 9. Backpropagation.mp4 (10.9 MB)
• 9. Backpropagation.srt (7.1 KB)

• 1. Plan of Attack.mp4 (5.9 MB)
• 1. Plan of Attack.srt (5.2 KB)
• 2. What are convolutional neural networks.mp4 (29.5 MB)
• 2. What are convolutional neural networks.srt (22.1 KB)
• 3. Step 1 - Convolution Operation.mp4 (31.0 MB)
• 3. Step 1 - Convolution Operation.srt (23.2 KB)
• 4. Step 1(b) - ReLU Layer.mp4 (14.1 MB)
• 4. Step 1(b) - ReLU Layer.srt (9.2 KB)
• 5. Step 2 - Pooling.mp4 (40.3 MB)
• 5. Step 2 - Pooling.srt (21.0 KB)
• 6. Step 3 - Flattening.mp4 (3.3 MB)
• 6. Step 3 - Flattening.srt (2.5 KB)
• 7. Step 4 - Full Connection.mp4 (42.8 MB)
• 7. Step 4 - Full Connection.srt (28.6 KB)
• 8. Summary.mp4 (7.9 MB)
• 8. Summary.srt (6.0 KB)
• 9. Softmax & Cross-Entropy.mp4 (33.2 MB)
• 9. Softmax & Cross-Entropy.srt (25.3 KB)

• 1. YOUR SPECIAL BONUS.html (1.1 KB)

• 1. Plan of attack.mp4 (2.3 MB)
• 1. Plan of attack.srt (2.0 KB)
• 2. Updates on Udemy Reviews.mp4 (43.6 MB)
• 2. Updates on Udemy Reviews.srt (3.3 KB)
• 3. Viola-Jones Algorithm.mp4 (18.6 MB)
• 3. Viola-Jones Algorithm.srt (15.3 KB)
• 4. Haar-like Features.mp4 (30.6 MB)
• 4. Haar-like Features.srt (21.1 KB)
• 5. Integral Image.mp4 (20.4 MB)
• 5. Integral Image.srt (14.7 KB)
• 6. Training Classifiers.mp4 (20.9 MB)
• 6. Training Classifiers.srt (15.8 KB)
• 7. Adaptive Boosting (Adaboost).mp4 (28.9 MB)
• 7. Adaptive Boosting (Adaboost).srt (21.6 KB)
• 8. Cascading.mp4 (12.1 MB)
• 8. Cascading.srt (9.2 KB)
• 9. Face Detection Intuition.html (0.1 KB)

• 1. Welcome to the Practical Applications.mp4 (15.7 MB)
• 1. Welcome to the Practical Applications.srt (8.1 KB)
• 10. Face Detection with OpenCV.html (0.1 KB)
• 2. Installations Instructions (once and for all!).mp4 (34.4 MB)
• 2. Installations Instructions (once and for all!).srt (22.1 KB)
• 3. Common Debug Tips.html (0.3 KB)
• 3.1 Debug Solutions.pdf.pdf (127.8 KB)
• 4. Face Detection - Step 1.mp4 (11.8 MB)
• 4. Face Detection - Step 1.srt (9.9 KB)
• 5. Face Detection - Step 2.mp4 (9.5 MB)
• 5. Face Detection - Step 2.srt (7.7 KB)
• 6. Face Detection - Step 3.mp4 (6.9 MB)
• 6. Face Detection - Step 3.srt (5.1 KB)
• 7. Face Detection - Step 4.mp4 (9.7 MB)
• 7. Face Detection - Step 4.srt (6.9 KB)
• 8. Face Detection - Step 5.mp4 (9.3 MB)
• 8. Face Detection - Step 5.srt (6.8 KB)
• 9. Face Detection - Step 6.mp4 (24.4 MB)
• 9. Face Detection - Step 6.srt (14.9 KB)

• 1. Homework Challenge - Instructions.html (1.3 KB)
• 2. Homework Challenge - Solution (Video).mp4 (49.8 MB)
• 2. Homework Challenge - Solution (Video).srt (27.0 KB)
• 3. Homework Challenge - Solution (Code files).html (0.1 KB)
• 3.1 Homework.zip.zip (216.8 KB)

• 1. Plan of attack.mp4 (3.5 MB)
• 1. Plan of attack.srt (2.8 KB)
• 2. How SSD is different.mp4 (23.8 MB)
• 2. How SSD is different.srt (12.5 KB)
• 3. The Multi-Box Concept.mp4 (27.0 MB)
• 3. The Multi-Box Concept.srt (14.6 KB)
• 4. Predicting Object Positions.mp4 (25.3 MB)
• 4. Predicting Object Positions.srt (14.0 KB)
• 5. The Scale Problem.mp4 (26.8 MB)
• 5. The Scale Problem.srt (17.3 KB)
• 6. Object Detection Intuition.html (0.1 KB)

• 1. Object Detection - Step 1.mp4 (36.0 MB)
• 1. Object Detection - Step 1.srt (13.5 KB)
• 10. Object Detection - Step 10.mp4 (49.2 MB)
• 10. Object Detection - Step 10.srt (24.0 KB)
• 11. Training the SSD.html (0.6 KB)
• 11.1 Training_SSD.zip.zip (2.7 GB)
• 12. Object Detection with SSD.html (0.1 KB)
• 2. Object Detection - Step 2.mp4 (9.2 MB)
• 2. Object Detection - Step 2.srt (7.2 KB)
• 3. Object Detection - Step 3.mp4 (13.1 MB)
• 3. Object Detection - Step 3.srt (10.2 KB)
• 4. Object Detection - Step 4.mp4 (16.1 MB)
• 4. Object Detection - Step 4.srt (12.0 KB)
• 5. Object Detection - Step 5.mp4 (9.7 MB)
• 5. Object Detection - Step 5.srt (7.3 KB)
• 6. Object Detection - Step 6.mp4 (34.1 MB)
• 6. Object Detection - Step 6.srt (23.9 KB)
• 7. Object Detection - Step 7.mp4 (11.5 MB)
• 7. Object Detection - Step 7.srt (7.8 KB)
• 8. Object Detection - Step 8.mp4 (7.8 MB)
• 8. Object Detection - Step 8.srt (5.4 KB)
• 9. Object Detection - Step 9.mp4 (46.5 MB)
• 9. Object Detection - Step 9.srt (18.5 KB)

• 1. Homework Challenge - Instructions.html (0.4 KB)
• 1.1 epic_horses.mp4.mp4 (24.7 MB)
• 2. Homework Challenge - Solution (Video).mp4 (62.1 MB)
• 2. Homework Challenge - Solution (Video).srt (22.3 KB)
• 3. Homework Challenge - Solution (Code files).html (0.1 KB)
• 3.1 Homework.zip.zip (121.3 MB)

• 1. Plan of Attack.mp4 (4.7 MB)
• 1. Plan of Attack.srt (4.1 KB)
• 2. The Idea Behind GANs.mp4 (11.8 MB)
• 2. The Idea Behind GANs.srt (9.1 KB)
• 3. How Do GANs Work (Step 1).mp4 (23.2 MB)
• 3. How Do GANs Work (Step 1).srt (17.1 KB)
• 4. How Do GANs Work (Step 2).mp4 (9.4 MB)
• 4. How Do GANs Work (Step 2).srt (7.4 KB)
• 5. How Do GANs Work (Step 3).mp4 (9.3 MB)
• 5. How Do GANs Work (Step 3).srt (5.8 KB)
• 6. Applications of GANs.mp4 (30.6 MB)
• 6. Applications of GANs.srt (16.7 KB)
• 7. Generative Adversarial Networks (GANs) Intuition.html (0.1 KB)

• 1. GANs - Step 1.mp4 (31.4 MB)
• 1. GANs - Step 1.srt (13.2 KB)
• 10. GANs - Step 10.mp4 (4.9 MB)
• 10. GANs - Step 10.srt (3.1 KB)
• 11. GANs - Step 11.mp4 (12.7 MB)
• 11. GANs - Step 11.srt (8.8 KB)
• 12. GANs - Step 12.mp4 (37.5 MB)
• 12. GANs - Step 12.srt (19.0 KB)
• 13. Image Creation with GANs.html (0.1 KB)
• 14. Special Thanks to Alexis Jacq.mp4 (5.3 MB)
• 14. Special Thanks to Alexis Jacq.srt (3.5 KB)
• 15. THANK YOU bonus video.mp4 (52.3 MB)
• 15. THANK YOU bonus video.srt (2.3 KB)
• 2. GANs - Step 2.mp4 (39.2 MB)
• 2. GANs - Step 2.srt (25.0 KB)
• 3. GANs - Step 3.mp4 (10.2 MB)
• 3. GANs - Step 3.srt (6.6 KB)
• 4. GANs - Step 4.mp4 (8.4 MB)
• 4. GANs - Step 4.srt (0.0 KB)
• 5. GANs - Step 5.mp4 (39.4 MB)
• 5. GANs - Step 5.srt (25.6 KB)
• 6. GANs - Step 6.mp4 (11.2 MB)
• 6. GANs - Step 6.srt (7.4 KB)
• 7. GANs - Step 7.mp4 (5.1 MB)
• 7. GANs - Step 7.srt (3.9 KB)
• 8. GANs - Step 8.mp4 (18.3 MB)
• 8. GANs - Step 8.srt (12.5 KB)
• 9. GANs - Step 9.mp4 (44.7 MB)
• 9. GANs - Step 9.srt (28.2 KB)

• Readme.txt (0.9 KB)
• [GigaCourse.com].url (0.0 KB)