DesireCourse Net Udemy - Complete iOS Machine Learning Masterclass

1. 1. Getting started/1. About Your Instructor and Course Overview.mp450.78MB
2. 1. Getting started/2. About Machine Learning.mp48.77MB
3. 1. Getting started/3. Activity Playing with Machine Learning Style Transfer.mp45.01MB
4. 10. Optional - Numerous Model Conversions/2. Caffe - Get a Caffe ML model with weights and labels.mp411.81MB
5. 10. Optional - Numerous Model Conversions/3. CoreML tools conversion code with Caffe.mp421.94MB
6. 10. Optional - Numerous Model Conversions/4. Exporting Caffe model to mlmodel format.mp411.96MB
7. 10. Optional - Numerous Model Conversions/5. Caffe - Using the Caffe model with iOS.mp47.67MB
8. 10. Optional - Numerous Model Conversions/6. Keras - Load Save Keras models and convert to mlmodel.mp436.6MB
9. 10. Optional - Numerous Model Conversions/7. Vision Image Request parameter options.mp417.34MB
10. 11. Advanced Vision Techniques Face Detection/1. Introduction to advanced ML with Vision.mp43.09MB
11. 11. Advanced Vision Techniques Face Detection/2. Project Create the user interface in storyboard.mp49.96MB
12. 11. Advanced Vision Techniques Face Detection/3. Project Coding the Photo selection.mp424.98MB
13. 11. Advanced Vision Techniques Face Detection/4. Project Coding Face Detection.mp432.19MB
14. 11. Advanced Vision Techniques Face Detection/5. Activity Face Detection.mp42.51MB
15. 11. Advanced Vision Techniques Face Detection/6. Activity Solution Face Detection.mp411.75MB
16. 12. Optional - Advanced Face Features Detection/1. About Advanced Face Feature Recognition.mp43.32MB
17. 12. Optional - Advanced Face Features Detection/2. Locate face position and area (part 1 of 2).mp425.07MB
18. 12. Optional - Advanced Face Features Detection/3. Locate face position and area (part 2 of 2).mp423.76MB
19. 12. Optional - Advanced Face Features Detection/4. Code to detect Face features eyes nose lips.mp425.89MB
20. 12. Optional - Advanced Face Features Detection/5. face features part 2.mp422.95MB
21. 12. Optional - Advanced Face Features Detection/6. face features part 3.mp425.22MB
22. 12. Optional - Advanced Face Features Detection/7. face features part 4.mp414.01MB
23. 12. Optional - Advanced Face Features Detection/8. Activity - draw all face features in blue.mp42.8MB
24. 12. Optional - Advanced Face Features Detection/9. Activity Solution.mp416.4MB
25. 13. Advanced Text Detection Techniques/1. About Project Text Detection.mp44.02MB
26. 13. Advanced Text Detection Techniques/2. Project text recog part 1.mp48.93MB
27. 13. Advanced Text Detection Techniques/3. Project text recog part 2.mp416.03MB
28. 13. Advanced Text Detection Techniques/4. Project text recog part 3.mp413.45MB
29. 13. Advanced Text Detection Techniques/5. Activity Text Recognition.mp41.83MB
30. 13. Advanced Text Detection Techniques/6. Solution Text Recognition.mp47.35MB
31. 13. Advanced Text Detection Techniques/7. Bonus code Character Recognition Template.mp423.63MB
32. 14. Object Tracking (advanced)/1. Demo Object Tracking Project.mp44.3MB
33. 14. Object Tracking (advanced)/2. Create Object Tracking Project and UI.mp411.61MB
34. 14. Object Tracking (advanced)/3. Program Video Camera Stream.mp429.91MB
35. 14. Object Tracking (advanced)/4. Coding the camera stream launch.mp420.34MB
36. 14. Object Tracking (advanced)/5. Capturing Data and Perform Tracking Request.mp429.81MB
37. 14. Object Tracking (advanced)/6. Coding the tracking request completion handler.mp424.37MB
38. 14. Object Tracking (advanced)/7. Program the object tracking launch.mp412.56MB
39. 14. Object Tracking (advanced)/8. Final Modifications.mp411.1MB
40. 14. Object Tracking (advanced)/9. Final Project Demo.mp44.95MB
41. 2. Optional - iOS Fundamentals/1. About this section - start iOS.mp48.09MB
42. 2. Optional - iOS Fundamentals/2. Download and install xcode for iOS 11.mp45.88MB
43. 2. Optional - iOS Fundamentals/3. Get the iOS developer license.mp411.76MB
44. 2. Optional - iOS Fundamentals/4. How to use a MAC on Windows PC or Linux.mp48.05MB
45. 2. Optional - iOS Fundamentals/5. How to install iOS 11 on your iPhone or iPad.mp48.13MB
46. 2. Optional - iOS Fundamentals/6. Use the Xcode interface.mp415.14MB
47. 2. Optional - iOS Fundamentals/7. Xcode configuration files.mp412.81MB
48. 3. Optional - Machine Learning Concepts/1. About this section - intro to ML.mp414.68MB
49. 3. Optional - Machine Learning Concepts/2. What is an Artificial Neuron - Neural Network.mp48.3MB
50. 3. Optional - Machine Learning Concepts/3. Parts of an Artificial Neural Network.mp48.72MB
51. 3. Optional - Machine Learning Concepts/4. Explanation - Convolutional Neural Network.mp47.03MB
52. 3. Optional - Machine Learning Concepts/5. Recurrent Neural Networks basics RNNs.mp413.55MB
53. 4. iOS Machine Learning With Photos/1. About this section - coreML with Photos.mp48.16MB
54. 4. iOS Machine Learning With Photos/10. Testing different ML models.mp418.51MB
55. 4. iOS Machine Learning With Photos/11. Exercise Models with Images input.mp41.72MB
56. 4. iOS Machine Learning With Photos/12. Solution Models with Images input.mp413.66MB
57. 4. iOS Machine Learning With Photos/14. Summary coreML Vision with Photos.mp42MB
58. 4. iOS Machine Learning With Photos/2. Demo of project using coreML on photos.mp44.15MB
59. 4. iOS Machine Learning With Photos/3. About ML model and Neural Networks.mp46.1MB
60. 4. iOS Machine Learning With Photos/4. Project Create the xcode project.mp49.41MB
61. 4. iOS Machine Learning With Photos/5. Project How to add ML models to xcode projects.mp419.02MB
62. 4. iOS Machine Learning With Photos/6. Project How to get pre-made ML models for iOS.mp415.73MB
63. 4. iOS Machine Learning With Photos/7. Project How to use ML models with images (part 1).mp424.14MB
64. 4. iOS Machine Learning With Photos/8. Project How to use ML models with images (part 2).mp420.49MB
65. 4. iOS Machine Learning With Photos/9. Project Programming the VN request callback method.mp413.53MB
66. 5. coreML All about custom models/1. About this section - model conversion.mp413.46MB
67. 5. coreML All about custom models/2. Project Finding custom ML models.mp415.52MB
68. 5. coreML All about custom models/3. Project Converting ML models get Anaconda IDE.mp412.49MB
69. 5. coreML All about custom models/4. Installing Python libraries for core ML.mp412.1MB
70. 5. coreML All about custom models/5. Installing Caffe tools for core ML conversion.mp441.43MB
71. 5. coreML All about custom models/6. Project Converting scikit model to core ml mlmodel format.mp433.49MB
72. 6. CoreML with Data Set models/1. Introduction to Working with Data sets.mp43.46MB
73. 6. CoreML with Data Set models/2. Project Create xcode project and add iris model.mp42.67MB
74. 6. CoreML with Data Set models/3. Project ML dataset project User Interface.mp427.05MB
75. 6. CoreML with Data Set models/4. Project Properties and picker delegate methods.mp426.15MB
76. 6. CoreML with Data Set models/5. Project Pickerview data source methods.mp410.35MB
77. 6. CoreML with Data Set models/6. Project Coding prediction for data sets.mp421.69MB
78. 6. CoreML with Data Set models/7. Project Code improvements.mp422.71MB
79. 6. CoreML with Data Set models/8. Important data set models information.mp411.6MB
80. 7. Project coreML with Video Camera/1. About CoreML with Video Camera.mp42.08MB
81. 7. Project coreML with Video Camera/2. Project Create xcode project and add VGG16 model.mp44.37MB
82. 7. Project coreML with Video Camera/3. Project Building the user interface.mp49.72MB
83. 7. Project coreML with Video Camera/4. Project Video Stream variables setup.mp414.23MB
84. 7. Project coreML with Video Camera/5. Project Program camera feed.mp420.18MB
85. 7. Project coreML with Video Camera/6. Project Capture image from video stream for ML model.mp421.07MB
86. 7. Project coreML with Video Camera/7. Project Programming the ML prediction launch.mp416.06MB
87. 7. Project coreML with Video Camera/8. Project Processing the ML model output.mp416.74MB
88. 7. Project coreML with Video Camera/9. Testing the live camera feed with VGG model.mp434.79MB
89. 8. END iOS coreML fundamentals/1. Congratulations.mp47.67MB
90. 9. Optional - Going the extra mile/1. Adding converted model metadata.mp416.36MB
91. 9. Optional - Going the extra mile/2. Get a PixelBuffer from a UIImage.mp49.41MB
92. 9. Optional - Going the extra mile/3. UIImage PixelBuffer extension (part 1).mp421.78MB
93. 9. Optional - Going the extra mile/4. UIImage PixelBuffer extension (part 2).mp421.04MB
94. 9. Optional - Going the extra mile/5. coreML prediction using UIImage PixelBuffer.mp411.39MB