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

1. 01 Introduction/001 Welcome to the Course.mp421.94MB
2. 02 Module 1 - Face Detection Intuition/003 Plan of attack.mp42.35MB
3. 02 Module 1 - Face Detection Intuition/004 Viola-Jones Algorithm.mp418.61MB
4. 02 Module 1 - Face Detection Intuition/005 Haar-like Features.mp430.58MB
5. 02 Module 1 - Face Detection Intuition/006 Integral Image.mp420.4MB
6. 02 Module 1 - Face Detection Intuition/007 Training Classifiers.mp420.88MB
7. 02 Module 1 - Face Detection Intuition/008 Adaptive Boosting (Adaboost).mp428.89MB
8. 02 Module 1 - Face Detection Intuition/009 Cascading.mp412.06MB
9. 03 Module 1 - Face Detection with OpenCV/010 Welcome to the Practical Applications.mp415.68MB
10. 03 Module 1 - Face Detection with OpenCV/011 Installations Instructions (once and for all).mp434.41MB
11. 03 Module 1 - Face Detection with OpenCV/013 Face Detection - Step 1.mp411.81MB
12. 03 Module 1 - Face Detection with OpenCV/014 Face Detection - Step 2.mp49.51MB
13. 03 Module 1 - Face Detection with OpenCV/015 Face Detection - Step 3.mp46.91MB
14. 03 Module 1 - Face Detection with OpenCV/016 Face Detection - Step 4.mp49.67MB
15. 03 Module 1 - Face Detection with OpenCV/017 Face Detection - Step 5.mp49.25MB
16. 03 Module 1 - Face Detection with OpenCV/018 Face Detection - Step 6.mp424.35MB
17. 04 Homework Challenge - Build a Happiness Detector/020 Homework Challenge - Solution (Video).mp449.76MB
18. 05 Module 2 - Object Detection Intuition/022 Plan of attack.mp43.54MB
19. 05 Module 2 - Object Detection Intuition/023 How SSD is different.mp423.77MB
20. 05 Module 2 - Object Detection Intuition/024 The Multi-Box Concept.mp427.04MB
21. 05 Module 2 - Object Detection Intuition/025 Predicting Object Positions.mp425.32MB
22. 05 Module 2 - Object Detection Intuition/026 The Scale Problem.mp426.76MB
23. 06 Module 2 - Object Detection with SSD/027 Object Detection - Step 1.mp435.99MB
24. 06 Module 2 - Object Detection with SSD/028 Object Detection - Step 2.mp49.21MB
25. 06 Module 2 - Object Detection with SSD/029 Object Detection - Step 3.mp413.04MB
26. 06 Module 2 - Object Detection with SSD/030 Object Detection - Step 4.mp416.1MB
27. 06 Module 2 - Object Detection with SSD/031 Object Detection - Step 5.mp49.69MB
28. 06 Module 2 - Object Detection with SSD/032 Object Detection - Step 6.mp434.13MB
29. 06 Module 2 - Object Detection with SSD/033 Object Detection - Step 7.mp411.55MB
30. 06 Module 2 - Object Detection with SSD/034 Object Detection - Step 8.mp47.85MB
31. 06 Module 2 - Object Detection with SSD/035 Object Detection - Step 9.mp446.54MB
32. 06 Module 2 - Object Detection with SSD/036 Object Detection - Step 10.mp449.22MB
33. 07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/038 epic-horses.mp424.74MB
34. 07 Homework Challenge - Detect Epic Horses galloping in Monument Valley/039 Homework Challenge - Solution (Video).mp462.09MB
35. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/041 Plan of Attack.mp44.69MB
36. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/042 The Idea Behind GANs.mp411.83MB
37. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/043 How Do GANs Work (Step 1).mp423.2MB
38. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/044 How Do GANs Work (Step 2).mp49.4MB
39. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/045 How Do GANs Work (Step 3).mp49.29MB
40. 08 Module 3 - Generative Adversarial Networks (GANs) Intuition/046 Applications of GANs.mp430.63MB
41. 09 Module 3 - Image Creation with GANs/047 GANs - Step 1.mp431.37MB
42. 09 Module 3 - Image Creation with GANs/048 GANs - Step 2.mp439.16MB
43. 09 Module 3 - Image Creation with GANs/049 GANs - Step 3.mp410.17MB
44. 09 Module 3 - Image Creation with GANs/050 GANs - Step 4.mp48.36MB
45. 09 Module 3 - Image Creation with GANs/051 GANs - Step 5.mp439.41MB
46. 09 Module 3 - Image Creation with GANs/052 GANs - Step 6.mp411.24MB
47. 09 Module 3 - Image Creation with GANs/053 GANs - Step 7.mp45.07MB
48. 09 Module 3 - Image Creation with GANs/054 GANs - Step 8.mp418.3MB
49. 09 Module 3 - Image Creation with GANs/055 GANs - Step 9.mp444.72MB
50. 09 Module 3 - Image Creation with GANs/056 GANs - Step 10.mp44.92MB
51. 09 Module 3 - Image Creation with GANs/057 GANs - Step 11.mp412.66MB
52. 09 Module 3 - Image Creation with GANs/058 GANs - Step 12.mp437.54MB
53. 09 Module 3 - Image Creation with GANs/059 Special Thanks to Alexis Jacq.mp45.31MB
54. 10 Annex 1 Artificial Neural Networks/060 What is Deep Learning.mp431.3MB
55. 10 Annex 1 Artificial Neural Networks/061 Plan of Attack.mp44.74MB
56. 10 Annex 1 Artificial Neural Networks/062 The Neuron.mp429.57MB
57. 10 Annex 1 Artificial Neural Networks/063 The Activation Function.mp414.75MB
58. 10 Annex 1 Artificial Neural Networks/064 How do Neural Networks work.mp423.52MB
59. 10 Annex 1 Artificial Neural Networks/065 How do Neural Networks learn.mp426.55MB
60. 10 Annex 1 Artificial Neural Networks/066 Gradient Descent.mp418.53MB
61. 10 Annex 1 Artificial Neural Networks/067 Stochastic Gradient Descent.mp416.82MB
62. 10 Annex 1 Artificial Neural Networks/068 Backpropagation.mp410.92MB
63. 11 Annex 2 Convolutional Neural Networks/069 Plan of Attack.mp45.9MB
64. 11 Annex 2 Convolutional Neural Networks/070 What are convolutional neural networks.mp429.5MB
65. 11 Annex 2 Convolutional Neural Networks/071 Step 1 - Convolution Operation.mp431.02MB
66. 11 Annex 2 Convolutional Neural Networks/072 Step 1(b) - ReLU Layer.mp414.09MB
67. 11 Annex 2 Convolutional Neural Networks/073 Step 2 - Pooling.mp440.24MB
68. 11 Annex 2 Convolutional Neural Networks/074 Step 3 - Flattening.mp43.27MB
69. 11 Annex 2 Convolutional Neural Networks/075 Step 4 - Full Connection.mp442.74MB
70. 11 Annex 2 Convolutional Neural Networks/076 Summary.mp47.91MB
71. 11 Annex 2 Convolutional Neural Networks/077 Softmax Cross-Entropy.mp433.23MB