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

Creation Time	Dec. 18, 2024, 10:57 a.m.
Last Access Time	Jan. 20, 2026, 4:46 p.m.
File Size	4.4 GB
Keywords	and GANs A-Z™ - Deep Udemy OpenCV Computer GigaCourse Learning SSD com Vision
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Total Files	169
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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
9. Module 3 - Image Creation with GANs/15. THANK YOU bonus video.mp4 52.3 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 42.8 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 11.5 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 4.8 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
1. Introduction/4.1 Computer_Vision FAQ.pdf.pdf 1.4 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.srt 28.6 KB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.srt 28.2 KB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).srt 27.0 KB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.srt 25.6 KB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.srt 25.3 KB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.srt 25.0 KB
10. Annex 1 Artificial Neural Networks/3. The Neuron.srt 24.9 KB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.srt 24.0 KB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.srt 23.9 KB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.srt 23.2 KB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).srt 22.3 KB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).srt 22.1 KB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.srt 22.1 KB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).srt 21.6 KB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.srt 21.1 KB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.srt 21.0 KB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.srt 19.1 KB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.srt 19.0 KB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.srt 18.9 KB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.srt 18.5 KB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.srt 18.1 KB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.srt 17.3 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).srt 17.1 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.srt 16.7 KB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.srt 15.8 KB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.srt 15.3 KB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.srt 14.9 KB
2. Module 1 - Face Detection Intuition/5. Integral Image.srt 14.7 KB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.srt 14.6 KB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.srt 14.0 KB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.srt 14.0 KB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.srt 13.5 KB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.srt 13.2 KB
5. Module 2 - Object Detection Intuition/2. How SSD is different.srt 12.5 KB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.srt 12.5 KB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.srt 12.1 KB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.srt 12.0 KB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.srt 12.0 KB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.srt 10.2 KB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.srt 9.9 KB
2. Module 1 - Face Detection Intuition/8. Cascading.srt 9.2 KB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.srt 9.2 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.srt 9.1 KB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.srt 8.8 KB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.srt 8.1 KB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.srt 7.8 KB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.srt 7.7 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).srt 7.4 KB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.srt 7.4 KB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.srt 7.3 KB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.srt 7.2 KB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.srt 7.1 KB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.srt 6.9 KB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.srt 6.8 KB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.srt 6.6 KB
11. Annex 2 Convolutional Neural Networks/8. Summary.srt 6.0 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).srt 5.8 KB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.srt 5.4 KB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.srt 5.2 KB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.srt 5.1 KB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.srt 4.1 KB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.srt 4.0 KB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.srt 3.9 KB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.srt 3.5 KB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.srt 3.3 KB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.srt 3.1 KB
5. Module 2 - Object Detection Intuition/1. Plan of attack.srt 2.8 KB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.srt 2.5 KB
1. Introduction/2. BONUS Learning Paths.html 2.4 KB
9. Module 3 - Image Creation with GANs/15. THANK YOU bonus video.srt 2.3 KB
2. Module 1 - Face Detection Intuition/1. Plan of attack.srt 2.0 KB
1. Introduction/1. Welcome to the Course!.srt 1.8 KB
1. Introduction/5. FAQBot!.html 1.8 KB
4. Homework Challenge - Build a Happiness Detector/1. Homework Challenge - Instructions.html 1.3 KB
12. Bonus Lectures/1. YOUR SPECIAL BONUS.html 1.1 KB
Readme.txt 962 bytes
1. Introduction/4. This PDF resource will help you a lot!.html 767 bytes
1. Introduction/3. 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
2. Module 1 - Face Detection Intuition/9. Face Detection Intuition.html 129 bytes
3. Module 1 - Face Detection with OpenCV/10. Face Detection with OpenCV.html 129 bytes
5. Module 2 - Object Detection Intuition/6. Object Detection Intuition.html 129 bytes
6. Module 2 - Object Detection with SSD/12. Object Detection with SSD.html 129 bytes
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/7. Generative Adversarial Networks (GANs) Intuition.html 129 bytes
9. Module 3 - Image Creation with GANs/13. Image Creation with GANs.html 129 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
[GigaCourse.com].url 49 bytes
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.srt 0 bytes

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