[FreeCourseLab.com] Udemy - Deep Learning and Computer Vision A-Z™ OpenCV, SSD & GANs
大小
4.36 GB
文件数
161
Info Hash:
D8CE2B5CCB4D967349130CB990022C372B67804D
收录时间
2025-12-12 08:18:59
更新时间
2025-12-18 09:26:12
文件列表 (161)
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 B
10. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4
31.3 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
5.9 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
18.4 KB
2. Module 1 - Face Detection Intuition/5. Integral Image.mp4
20.4 MB
2. Module 1 - Face Detection Intuition/5. Integral Image.vtt
13 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 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 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 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
5.9 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 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 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 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 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
16.1 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
4.7 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 KB
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/1. Homework Challenge - Instructions.html
439 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
62.1 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 B
7. Homework Challenge - Detect Epic Horses galloping in Monument Valley/3.1 Homework.zip.zip
121.3 MB
8. Module 3 - Generative Adversarial Networks (GANs) Intuition/1. Plan of Attack.mp4
4.7 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 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 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
2.7 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 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
21.7 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
22.1 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
10.9 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 B