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

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name:	Udemy - Deep Learning and Computer Vision A-Z™ OpenCV, SSD & GANs
说明: You've definitely heard of AI and Deep Learning. But when you ask yourself, what is my position with respect to this new industrial revolution, that might lead you to another fundamental question: am I a consumer or a creator? For most people nowadays, the answer would be, a consumer.
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类别:	Tutorials
语言:	English
总大小:	4.36 GB
哈希信息:	D8CE2B5CCB4D967349130CB990022C372B67804D
增加:	fclab16
加入的日期:	2019-01-28 18:46:02
洪流地位:	Torrent Verified

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文件列表:

文件	大小
1. Introduction/1. Welcome to the Course!.mp4	21.94 MB
1. Introduction/1. Welcome to the Course!.vtt	1.63 kB
1. Introduction/2. Some Additional Resources!!.html	656.00 B
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4	31.30 MB
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt	15.89 kB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4	4.74 MB
10. Annex 1 Artificial Neural Networks/2. Plan of Attack.vtt	3.54 kB
10. Annex 1 Artificial Neural Networks/3. The Neuron.mp4	29.58 MB
10. Annex 1 Artificial Neural Networks/3. The Neuron.vtt	21.83 kB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4	14.76 MB
10. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt	10.56 kB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4	23.53 MB
10. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.vtt	16.84 kB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4	26.56 MB
10. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.vtt	16.53 kB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4	18.54 MB
10. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt	12.26 kB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4	16.82 MB
10. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt	10.74 kB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4	10.92 MB
10. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt	6.32 kB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4	5.90 MB
11. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt	4.63 kB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4	29.51 MB
11. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.vtt	19.34 kB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4	31.02 MB
11. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt	20.41 kB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4	14.09 MB
11. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt	8.08 kB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4	40.25 MB
11. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt	18.41 kB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4	3.28 MB
11. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt	2.28 kB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4	42.74 MB
11. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt	25.08 kB
11. Annex 2 Convolutional Neural Networks/8. Summary.mp4	7.91 MB
11. Annex 2 Convolutional Neural Networks/8. Summary.vtt	5.33 kB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4	33.23 MB
11. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt	22.13 kB
2. Module 1 - Face Detection Intuition/1. Plan of attack.mp4	2.35 MB
2. Module 1 - Face Detection Intuition/1. Plan of attack.vtt	1.74 kB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.mp4	43.65 MB
2. Module 1 - Face Detection Intuition/2. Updates on Udemy Reviews.vtt	2.95 kB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.mp4	18.62 MB
2. Module 1 - Face Detection Intuition/3. Viola-Jones Algorithm.vtt	13.22 kB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.mp4	30.58 MB
2. Module 1 - Face Detection Intuition/4. Haar-like Features.vtt	18.40 kB
2. Module 1 - Face Detection Intuition/5. Integral Image.mp4	20.40 MB
2. Module 1 - Face Detection Intuition/5. Integral Image.vtt	13.00 kB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.mp4	20.89 MB
2. Module 1 - Face Detection Intuition/6. Training Classifiers.vtt	13.83 kB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).mp4	28.89 MB
2. Module 1 - Face Detection Intuition/7. Adaptive Boosting (Adaboost).vtt	18.94 kB
2. Module 1 - Face Detection Intuition/8. Cascading.mp4	12.06 MB
2. Module 1 - Face Detection Intuition/8. Cascading.vtt	8.13 kB
2. Module 1 - Face Detection Intuition/9. Face Detection Intuition.html	125.00 B
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.mp4	15.69 MB
3. Module 1 - Face Detection with OpenCV/1. Welcome to the Practical Applications.vtt	7.14 kB
3. Module 1 - Face Detection with OpenCV/10. Face Detection with OpenCV.html	125.00 B
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).mp4	34.41 MB
3. Module 1 - Face Detection with OpenCV/2. Installations Instructions (once and for all!).vtt	19.02 kB
3. Module 1 - Face Detection with OpenCV/3. Common Debug Tips.html	308.00 B
3. Module 1 - Face Detection with OpenCV/3.1 Debug Solutions.pdf.pdf	127.77 kB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.mp4	11.81 MB
3. Module 1 - Face Detection with OpenCV/4. Face Detection - Step 1.vtt	8.62 kB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.mp4	9.52 MB
3. Module 1 - Face Detection with OpenCV/5. Face Detection - Step 2.vtt	6.84 kB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.mp4	6.91 MB
3. Module 1 - Face Detection with OpenCV/6. Face Detection - Step 3.vtt	4.46 kB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.mp4	9.67 MB
3. Module 1 - Face Detection with OpenCV/7. Face Detection - Step 4.vtt	6.04 kB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.mp4	9.26 MB
3. Module 1 - Face Detection with OpenCV/8. Face Detection - Step 5.vtt	5.90 kB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.mp4	24.36 MB
3. Module 1 - Face Detection with OpenCV/9. Face Detection - Step 6.vtt	13.02 kB
4. Homework Challenge - Build a Happiness Detector/1. Homework Challenge - Instructions.html	1.29 kB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).mp4	49.76 MB
4. Homework Challenge - Build a Happiness Detector/2. Homework Challenge - Solution (Video).vtt	23.21 kB
4. Homework Challenge - Build a Happiness Detector/3. Homework Challenge - Solution (Code files).html	127.00 B
4. Homework Challenge - Build a Happiness Detector/3.1 Homework.zip.zip	216.81 kB
5. Module 2 - Object Detection Intuition/1. Plan of attack.mp4	3.54 MB
5. Module 2 - Object Detection Intuition/1. Plan of attack.vtt	2.49 kB
5. Module 2 - Object Detection Intuition/2. How SSD is different.mp4	23.77 MB
5. Module 2 - Object Detection Intuition/2. How SSD is different.vtt	11.07 kB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.mp4	27.04 MB
5. Module 2 - Object Detection Intuition/3. The Multi-Box Concept.vtt	12.85 kB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.mp4	25.32 MB
5. Module 2 - Object Detection Intuition/4. Predicting Object Positions.vtt	12.31 kB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.mp4	26.76 MB
5. Module 2 - Object Detection Intuition/5. The Scale Problem.vtt	15.18 kB
5. Module 2 - Object Detection Intuition/6. Object Detection Intuition.html	125.00 B
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.mp4	35.99 MB
6. Module 2 - Object Detection with SSD/1. Object Detection - Step 1.vtt	11.71 kB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.mp4	49.23 MB
6. Module 2 - Object Detection with SSD/10. Object Detection - Step 10.vtt	20.81 kB
6. Module 2 - Object Detection with SSD/11. Training the SSD.html	571.00 B
6. Module 2 - Object Detection with SSD/11.1 Training_SSD.zip.zip	2.74 GB
6. Module 2 - Object Detection with SSD/12. Object Detection with SSD.html	125.00 B
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.mp4	9.21 MB
6. Module 2 - Object Detection with SSD/2. Object Detection - Step 2.vtt	6.34 kB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.mp4	13.05 MB
6. Module 2 - Object Detection with SSD/3. Object Detection - Step 3.vtt	8.98 kB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.mp4	16.10 MB
6. Module 2 - Object Detection with SSD/4. Object Detection - Step 4.vtt	10.49 kB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.mp4	9.69 MB
6. Module 2 - Object Detection with SSD/5. Object Detection - Step 5.vtt	6.38 kB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.mp4	34.13 MB
6. Module 2 - Object Detection with SSD/6. Object Detection - Step 6.vtt	20.72 kB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.mp4	11.56 MB
6. Module 2 - Object Detection with SSD/7. Object Detection - Step 7.vtt	6.81 kB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.mp4	7.85 MB
6. Module 2 - Object Detection with SSD/8. Object Detection - Step 8.vtt	4.70 kB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.mp4	46.54 MB
6. Module 2 - Object Detection with SSD/9. Object Detection - Step 9.vtt	16.00 kB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1. Homework Challenge - Instructions.html	439.00 B
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1.1 epic_horses.mp4.mp4	24.74 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).mp4	62.10 MB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/2. Homework Challenge - Solution (Video).vtt	19.06 kB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3. Homework Challenge - Solution (Code files).html	127.00 B
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3.1 Homework.zip.zip	121.30 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.mp4	4.70 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.vtt	3.63 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.mp4	11.83 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/2. The Idea Behind GANs.vtt	8.01 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).mp4	23.21 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/3. How Do GANs Work (Step 1).vtt	15.00 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).mp4	9.41 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/4. How Do GANs Work (Step 2).vtt	6.54 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).mp4	9.29 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/5. How Do GANs Work (Step 3).vtt	5.14 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.mp4	30.63 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/6. Applications of GANs.vtt	14.61 kB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/7. Generative Adversarial Networks (GANs) Intuition.html	125.00 B
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.mp4	31.38 MB
9. Module 3 - Image Creation with GANs/1. GANs - Step 1.vtt	11.65 kB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.mp4	4.92 MB
9. Module 3 - Image Creation with GANs/10. GANs - Step 10.vtt	2.70 kB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.mp4	12.67 MB
9. Module 3 - Image Creation with GANs/11. GANs - Step 11.vtt	7.75 kB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.mp4	37.54 MB
9. Module 3 - Image Creation with GANs/12. GANs - Step 12.vtt	16.29 kB
9. Module 3 - Image Creation with GANs/13. Image Creation with GANs.html	125.00 B
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.mp4	5.32 MB
9. Module 3 - Image Creation with GANs/14. Special Thanks to Alexis Jacq.vtt	3.06 kB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.mp4	39.17 MB
9. Module 3 - Image Creation with GANs/2. GANs - Step 2.vtt	21.70 kB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.mp4	10.17 MB
9. Module 3 - Image Creation with GANs/3. GANs - Step 3.vtt	5.83 kB
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.mp4	8.36 MB
9. Module 3 - Image Creation with GANs/4. GANs - Step 4.vtt	4.79 kB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.mp4	39.41 MB
9. Module 3 - Image Creation with GANs/5. GANs - Step 5.vtt	22.10 kB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.mp4	11.24 MB
9. Module 3 - Image Creation with GANs/6. GANs - Step 6.vtt	6.51 kB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.mp4	5.08 MB
9. Module 3 - Image Creation with GANs/7. GANs - Step 7.vtt	3.42 kB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.mp4	18.31 MB
9. Module 3 - Image Creation with GANs/8. GANs - Step 8.vtt	10.90 kB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.mp4	44.73 MB
9. Module 3 - Image Creation with GANs/9. GANs - Step 9.vtt	24.61 kB
[FreeCourseLab.com].url	126.00 B

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