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

Creation Time	Nov. 29, 2024, 10:11 p.m.
Last Access Time	Nov. 29, 2024, 10:11 p.m.
File Size	4.4 GB
Keywords	and GANs A-Z™ - Deep Udemy OpenCV Computer Learning SSD FreeCourseLab com Vision
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Total Files	161
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6. Module 2 - Object Detection with SSD/11.1 Training_SSD.zip.zip 2.7 GB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3.1 Homework.zip.zip 121.3 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).mp4 62.1 MB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).mp4 49.8 MB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.mp4 49.2 MB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.mp4 46.5 MB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.mp4 44.7 MB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.mp4 43.6 MB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 42.7 MB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 40.3 MB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.mp4 39.4 MB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.mp4 39.2 MB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.mp4 37.5 MB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.mp4 36.0 MB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).mp4 34.4 MB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.mp4 34.1 MB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 33.2 MB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.mp4 31.4 MB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 31.3 MB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 31.0 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.mp4 30.6 MB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.mp4 30.6 MB
10. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 29.6 MB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 29.5 MB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).mp4 28.9 MB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.mp4 27.0 MB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.mp4 26.8 MB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 26.6 MB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.mp4 25.3 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1.1 epic_horses.mp4.mp4 24.7 MB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.mp4 24.4 MB
5. Module 2 - Object Detection Intuition/2. How SSD is different.mp4 23.8 MB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 23.5 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).mp4 23.2 MB
1. Introduction/1. Welcome to the Course!.mp4 21.9 MB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.mp4 20.9 MB
2. Module 1 - Face Detection Intuition/5. Integral Image.mp4 20.4 MB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.mp4 18.6 MB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 18.5 MB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.mp4 18.3 MB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 16.8 MB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.mp4 16.1 MB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.mp4 15.7 MB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 14.8 MB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 14.1 MB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.mp4 13.1 MB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.mp4 12.7 MB
2. Module 1 - Face Detection Intuition/8. Cascading.mp4 12.1 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.mp4 11.8 MB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.mp4 11.8 MB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.mp4 11.6 MB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.mp4 11.2 MB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 10.9 MB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.mp4 10.2 MB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.mp4 9.7 MB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.mp4 9.7 MB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.mp4 9.5 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).mp4 9.4 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).mp4 9.3 MB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.mp4 9.3 MB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.mp4 9.2 MB
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.mp4 8.4 MB
11. Annex 2 Convolutional Neural Networks/8. Summary.mp4 7.9 MB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.mp4 7.8 MB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.mp4 6.9 MB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 5.9 MB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.mp4 5.3 MB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.mp4 5.1 MB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.mp4 4.9 MB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 4.7 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.mp4 4.7 MB
5. Module 2 - Object Detection Intuition/1. Plan of attack.mp4 3.5 MB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.3 MB
2. Module 1 - Face Detection Intuition/1. Plan of attack.mp4 2.3 MB
4. Homework Challenge - Build a Happiness Detector/3.1 Homework.zip.zip 216.8 KB
3. Module 1 - Face Detection with OpenCV/3.1 Debug Solutions.pdf.pdf 127.8 KB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt 25.1 KB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.vtt 24.6 KB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).vtt 23.2 KB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt 22.1 KB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.vtt 22.1 KB
10. Annex 1 Artificial Neural Networks/3. The Neuron.vtt 21.8 KB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.vtt 21.7 KB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.vtt 20.8 KB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.vtt 20.7 KB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt 20.4 KB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.vtt 19.3 KB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).vtt 19.1 KB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).vtt 19.0 KB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).vtt 18.9 KB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt 18.4 KB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.vtt 18.4 KB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.vtt 16.8 KB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.vtt 16.5 KB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.vtt 16.3 KB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.vtt 16.0 KB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt 15.9 KB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.vtt 15.2 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).vtt 15.0 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.vtt 14.6 KB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.vtt 13.8 KB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.vtt 13.2 KB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.vtt 13.0 KB
2. Module 1 - Face Detection Intuition/5. Integral Image.vtt 13.0 KB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.vtt 12.9 KB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.vtt 12.3 KB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt 12.3 KB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.vtt 11.7 KB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.vtt 11.6 KB
5. Module 2 - Object Detection Intuition/2. How SSD is different.vtt 11.1 KB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.vtt 10.9 KB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt 10.7 KB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt 10.6 KB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.vtt 10.5 KB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.vtt 9.0 KB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.vtt 8.6 KB
2. Module 1 - Face Detection Intuition/8. Cascading.vtt 8.1 KB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt 8.1 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.vtt 8.0 KB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.vtt 7.8 KB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.vtt 7.1 KB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.vtt 6.8 KB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.vtt 6.8 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).vtt 6.5 KB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.vtt 6.5 KB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.vtt 6.4 KB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.vtt 6.3 KB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt 6.3 KB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.vtt 6.0 KB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.vtt 5.9 KB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.vtt 5.8 KB
11. Annex 2 Convolutional Neural Networks/8. Summary.vtt 5.3 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).vtt 5.1 KB
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.vtt 4.8 KB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.vtt 4.7 KB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt 4.6 KB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.vtt 4.5 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.vtt 3.6 KB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.vtt 3.5 KB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.vtt 3.4 KB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.vtt 3.1 KB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.vtt 3.0 KB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.vtt 2.7 KB
5. Module 2 - Object Detection Intuition/1. Plan of attack.vtt 2.5 KB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt 2.3 KB
2. Module 1 - Face Detection Intuition/1. Plan of attack.vtt 1.7 KB
1. Introduction/1. Welcome to the Course!.vtt 1.6 KB
4. Homework Challenge - Build a Happiness Detector/1. Homework Challenge - Instructions.html 1.3 KB
1. Introduction/2. Some Additional Resources!!.html 656 bytes
6. Module 2 - Object Detection with SSD/11. Training the SSD.html 571 bytes
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1. Homework Challenge - Instructions.html 439 bytes
3. Module 1 - Face Detection with OpenCV/3. Common Debug Tips.html 308 bytes
4. Homework Challenge - Build a Happiness Detector/3. Homework Challenge - Solution (Code files).html 127 bytes
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3. Homework Challenge - Solution (Code files).html 127 bytes
[FreeCourseLab.com].url 126 bytes
2. Module 1 - Face Detection Intuition/9. Face Detection Intuition.html 125 bytes
3. Module 1 - Face Detection with OpenCV/10. Face Detection with OpenCV.html 125 bytes
5. Module 2 - Object Detection Intuition/6. Object Detection Intuition.html 125 bytes
6. Module 2 - Object Detection with SSD/12. Object Detection with SSD.html 125 bytes
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/7. Generative Adversarial Networks (GANs) Intuition.html 125 bytes
9. Module 3 - Image Creation with GANs/13. Image Creation with GANs.html 125 bytes

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