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[FreeCourseLab com] Udemy - Deep Learning and Computer Vision A-Zâ„¢ OpenCV, SSD & GANs
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1. Introduction (Size: 4.36 GB) (Files: 161)
1. Introduction
1. Welcome to the Course!.mp4
1. Welcome to the Course!.vtt
2. Some Additional Resources!!.html
10. Annex 1 Artificial Neural Networks
1. What is Deep Learning.mp4
1. What is Deep Learning.vtt
2. Plan of Attack.mp4
2. Plan of Attack.vtt
3. The Neuron.mp4
3. The Neuron.vtt
4. The Activation Function.mp4
4. The Activation Function.vtt
5. How do Neural Networks work.mp4
5. How do Neural Networks work.vtt
6. How do Neural Networks learn.mp4
6. How do Neural Networks learn.vtt
7. Gradient Descent.mp4
7. Gradient Descent.vtt
8. Stochastic Gradient Descent.mp4
8. Stochastic Gradient Descent.vtt
9. Backpropagation.mp4
9. Backpropagation.vtt
11. Annex 2 Convolutional Neural Networks
1. Plan of Attack.mp4
1. Plan of Attack.vtt
2. What are convolutional neural networks.mp4
2. What are convolutional neural networks.vtt
3. Step 1 - Convolution Operation.mp4
3. Step 1 - Convolution Operation.vtt
4. Step 1(b) - ReLU Layer.mp4
4. Step 1(b) - ReLU Layer.vtt
5. Step 2 - Pooling.mp4
5. Step 2 - Pooling.vtt
6. Step 3 - Flattening.mp4
6. Step 3 - Flattening.vtt
7. Step 4 - Full Connection.mp4
7. Step 4 - Full Connection.vtt
8. Summary.mp4
8. Summary.vtt
9. Softmax & Cross-Entropy.mp4
9. Softmax & Cross-Entropy.vtt
2. Module 1 - Face Detection Intuition
1. Plan of attack.mp4
1. Plan of attack.vtt
2. Updates on Udemy Reviews.mp4
2. Updates on Udemy Reviews.vtt
3. Viola-Jones Algorithm.mp4
3. Viola-Jones Algorithm.vtt
4. Haar-like Features.mp4
4. Haar-like Features.vtt
5. Integral Image.mp4
5. Integral Image.vtt
6. Training Classifiers.mp4
6. Training Classifiers.vtt
7. Adaptive Boosting (Adaboost).mp4
7. Adaptive Boosting (Adaboost).vtt
8. Cascading.mp4
8. Cascading.vtt
9. Face Detection Intuition.html
3. Module 1 - Face Detection with OpenCV
1. Welcome to the Practical Applications.mp4
1. Welcome to the Practical Applications.vtt
10. Face Detection with OpenCV.html
2. Installations Instructions (once and for all!).mp4
2. Installations Instructions (once and for all!).vtt
3. Common Debug Tips.html
3.1 Debug Solutions.pdf.pdf
4. Face Detection - Step 1.mp4
4. Face Detection - Step 1.vtt
5. Face Detection - Step 2.mp4
5. Face Detection - Step 2.vtt
6. Face Detection - Step 3.mp4
6. Face Detection - Step 3.vtt
7. Face Detection - Step 4.mp4
7. Face Detection - Step 4.vtt
8. Face Detection - Step 5.mp4
8. Face Detection - Step 5.vtt
9. Face Detection - Step 6.mp4
9. Face Detection - Step 6.vtt
4. Homework Challenge - Build a Happiness Detector
1. Homework Challenge - Instructions.html
2. Homework Challenge - Solution (Video).mp4
2. Homework Challenge - Solution (Video).vtt
3. Homework Challenge - Solution (Code files).html
3.1 Homework.zip.zip
5. Module 2 - Object Detection Intuition
1. Plan of attack.mp4
1. Plan of attack.vtt
2. How SSD is different.mp4
2. How SSD is different.vtt
3. The Multi-Box Concept.mp4
3. The Multi-Box Concept.vtt
4. Predicting Object Positions.mp4
4. Predicting Object Positions.vtt
5. The Scale Problem.mp4
5. The Scale Problem.vtt
6. Object Detection Intuition.html
6. Module 2 - Object Detection with SSD
1. Object Detection - Step 1.mp4
1. Object Detection - Step 1.vtt
10. Object Detection - Step 10.mp4
10. Object Detection - Step 10.vtt
11. Training the SSD.html
11.1 Training_SSD.zip.zip
12. Object Detection with SSD.html
2. Object Detection - Step 2.mp4
2. Object Detection - Step 2.vtt
3. Object Detection - Step 3.mp4
3. Object Detection - Step 3.vtt
4. Object Detection - Step 4.mp4
4. Object Detection - Step 4.vtt
5. Object Detection - Step 5.mp4
5. Object Detection - Step 5.vtt
6. Object Detection - Step 6.mp4
6. Object Detection - Step 6.vtt
7. Object Detection - Step 7.mp4
7. Object Detection - Step 7.vtt
8. Object Detection - Step 8.mp4
8. Object Detection - Step 8.vtt
9. Object Detection - Step 9.mp4
9. Object Detection - Step 9.vtt
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley
1. Homework Challenge - Instructions.html
1.1 epic_horses.mp4.mp4
2. Homework Challenge - Solution (Video).mp4
2. Homework Challenge - Solution (Video).vtt
3. Homework Challenge - Solution (Code files).html
3.1 Homework.zip.zip
8. Module 3 - Generative Adversarial Networks (GANs) Intuition
1. Plan of Attack.mp4
1. Plan of Attack.vtt
2. The Idea Behind GANs.mp4
2. The Idea Behind GANs.vtt
3. How Do GANs Work (Step 1).mp4
3. How Do GANs Work (Step 1).vtt
4. How Do GANs Work (Step 2).mp4
4. How Do GANs Work (Step 2).vtt
5. How Do GANs Work (Step 3).mp4
5. How Do GANs Work (Step 3).vtt
6. Applications of GANs.mp4
6. Applications of GANs.vtt
7. Generative Adversarial Networks (GANs) Intuition.html
9. Module 3 - Image Creation with GANs
1. GANs - Step 1.mp4
1. GANs - Step 1.vtt
10. GANs - Step 10.mp4
10. GANs - Step 10.vtt
11. GANs - Step 11.mp4
11. GANs - Step 11.vtt
12. GANs - Step 12.mp4
12. GANs - Step 12.vtt
13. Image Creation with GANs.html
14. Special Thanks to Alexis Jacq.mp4
14. Special Thanks to Alexis Jacq.vtt
2. GANs - Step 2.mp4
2. GANs - Step 2.vtt
3. GANs - Step 3.mp4
3. GANs - Step 3.vtt
4. GANs - Step 4.mp4
4. GANs - Step 4.vtt
5. GANs - Step 5.mp4
5. GANs - Step 5.vtt
6. GANs - Step 6.mp4
6. GANs - Step 6.vtt
7. GANs - Step 7.mp4
7. GANs - Step 7.vtt
8. GANs - Step 8.mp4
8. GANs - Step 8.vtt
9. GANs - Step 9.mp4
9. GANs - Step 9.vtt
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