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

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文档列表

6. Module 2 - Object Detection with SSD/11.1 Training_SSD.zip.zip 2.9 GB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3.1 Homework.zip.zip 127.2 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).mp4 65.1 MB
9. Module 3 - Image Creation with GANs/15. THANK YOU bonus video.mp4 54.9 MB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).mp4 52.2 MB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.mp4 51.6 MB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.mp4 48.8 MB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.mp4 46.9 MB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.mp4 45.8 MB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 44.8 MB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 42.2 MB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.mp4 41.3 MB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.mp4 41.1 MB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.mp4 39.4 MB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.mp4 37.7 MB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).mp4 36.1 MB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.mp4 35.8 MB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 34.8 MB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.mp4 32.9 MB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 32.8 MB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 32.5 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.mp4 32.1 MB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.mp4 32.1 MB
10. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 31.0 MB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 30.9 MB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).mp4 30.3 MB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.mp4 28.4 MB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.mp4 28.1 MB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 27.8 MB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.mp4 26.6 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1.1 epic_horses.mp4.mp4 25.9 MB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.mp4 25.5 MB
5. Module 2 - Object Detection Intuition/2. How SSD is different.mp4 24.9 MB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 24.7 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).mp4 24.3 MB
1. Introduction/1. Welcome to the Course!.mp4 23.0 MB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.mp4 21.9 MB
2. Module 1 - Face Detection Intuition/5. Integral Image.mp4 21.4 MB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.mp4 19.5 MB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 19.4 MB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.mp4 19.2 MB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 17.6 MB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.mp4 16.9 MB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.mp4 16.4 MB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 15.5 MB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 14.8 MB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.mp4 13.7 MB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.mp4 13.3 MB
2. Module 1 - Face Detection Intuition/8. Cascading.mp4 12.6 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.mp4 12.4 MB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.mp4 12.4 MB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.mp4 12.1 MB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.mp4 11.8 MB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 11.5 MB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.mp4 10.7 MB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.mp4 10.2 MB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.mp4 10.2 MB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.mp4 10.0 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).mp4 9.9 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).mp4 9.7 MB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.mp4 9.7 MB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.mp4 9.7 MB
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.mp4 8.8 MB
11. Annex 2 Convolutional Neural Networks/8. Summary.mp4 8.3 MB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.mp4 8.2 MB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.mp4 7.2 MB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 6.2 MB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.mp4 5.6 MB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.mp4 5.3 MB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.mp4 5.2 MB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 5.0 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.mp4 4.9 MB
5. Module 2 - Object Detection Intuition/1. Plan of attack.mp4 3.7 MB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.4 MB
2. Module 1 - Face Detection Intuition/1. Plan of attack.mp4 2.5 MB
1. Introduction/4.1 Computer_Vision FAQ.pdf.pdf 1.5 MB
4. Homework Challenge - Build a Happiness Detector/3.1 Homework.zip.zip 222.0 kB
3. Module 1 - Face Detection with OpenCV/3.1 Debug Solutions.pdf.pdf 130.8 kB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.srt 29.3 kB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.srt 28.9 kB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).srt 27.6 kB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.srt 26.2 kB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.srt 25.9 kB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.srt 25.6 kB
10. Annex 1 Artificial Neural Networks/3. The Neuron.srt 25.5 kB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.srt 24.6 kB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.srt 24.5 kB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.srt 23.8 kB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).srt 22.8 kB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).srt 22.7 kB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.srt 22.6 kB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).srt 22.1 kB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.srt 21.6 kB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.srt 21.5 kB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.srt 19.6 kB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.srt 19.5 kB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.srt 19.4 kB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.srt 19.0 kB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.srt 18.6 kB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.srt 17.7 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).srt 17.5 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.srt 17.1 kB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.srt 16.1 kB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.srt 15.7 kB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.srt 15.3 kB
2. Module 1 - Face Detection Intuition/5. Integral Image.srt 15.1 kB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.srt 14.9 kB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.srt 14.4 kB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.srt 14.3 kB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.srt 13.8 kB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.srt 13.5 kB
5. Module 2 - Object Detection Intuition/2. How SSD is different.srt 12.8 kB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.srt 12.8 kB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.srt 12.4 kB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.srt 12.3 kB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.srt 12.2 kB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.srt 10.4 kB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.srt 10.1 kB
2. Module 1 - Face Detection Intuition/8. Cascading.srt 9.4 kB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.srt 9.4 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.srt 9.3 kB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.srt 9.0 kB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.srt 8.3 kB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.srt 7.9 kB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.srt 7.9 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).srt 7.6 kB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.srt 7.6 kB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.srt 7.5 kB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.srt 7.4 kB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.srt 7.3 kB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.srt 7.0 kB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.srt 7.0 kB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.srt 6.8 kB
11. Annex 2 Convolutional Neural Networks/8. Summary.srt 6.2 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).srt 6.0 kB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.srt 5.5 kB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.srt 5.4 kB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.srt 5.2 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.srt 4.2 kB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.srt 4.1 kB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.srt 4.0 kB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.srt 3.6 kB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.srt 3.4 kB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.srt 3.2 kB
5. Module 2 - Object Detection Intuition/1. Plan of attack.srt 2.9 kB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.srt 2.6 kB
1. Introduction/2. BONUS Learning Paths.html 2.4 kB
9. Module 3 - Image Creation with GANs/15. THANK YOU bonus video.srt 2.4 kB
2. Module 1 - Face Detection Intuition/1. Plan of attack.srt 2.0 kB
1. Introduction/1. Welcome to the Course!.srt 1.9 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