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[] Udemy - Complete iOS Machine Learning Masterclass

  • 收录时间:2020-01-18 07:04:51
  • 文件大小:2GB
  • 下载次数:39
  • 最近下载:2020-12-21 20:40:09
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文件列表

  1. 13. Advanced Text Detection Techniques/7.1 Tesseract-iOS.zip.zip 103MB
  2. 15. BONUS/1.5 VisionProject-start.zip.zip 84MB
  3. 15. BONUS/1.3 MLPhotosWithUIImage.zip.zip 84MB
  4. 1. Getting started/1. About Your Instructor and Course Overview.mp4 51MB
  5. 5. coreML All about custom models/5. Installing Caffe tools for core ML conversion.mp4 41MB
  6. 10. Optional - Numerous Model Conversions/6. Keras - Load Save Keras models and convert to mlmodel.mp4 37MB
  7. 7. Project coreML with Video Camera/9. Testing the live camera feed with VGG model.mp4 35MB
  8. 5. coreML All about custom models/6. Project Converting scikit model to core ml mlmodel format.mp4 33MB
  9. 11. Advanced Vision Techniques Face Detection/4. Project Coding Face Detection.mp4 32MB
  10. 14. Object Tracking (advanced)/3. Program Video Camera Stream.mp4 30MB
  11. 14. Object Tracking (advanced)/5. Capturing Data and Perform Tracking Request.mp4 30MB
  12. 6. CoreML with Data Set models/3. Project ML dataset project User Interface.mp4 27MB
  13. 6. CoreML with Data Set models/4. Project Properties and picker delegate methods.mp4 26MB
  14. 12. Optional - Advanced Face Features Detection/4. Code to detect Face features eyes nose lips.mp4 26MB
  15. 12. Optional - Advanced Face Features Detection/6. face features part 3.mp4 25MB
  16. 12. Optional - Advanced Face Features Detection/2. Locate face position and area (part 1 of 2).mp4 25MB
  17. 11. Advanced Vision Techniques Face Detection/3. Project Coding the Photo selection.mp4 25MB
  18. 14. Object Tracking (advanced)/6. Coding the tracking request completion handler.mp4 24MB
  19. 4. iOS Machine Learning With Photos/7. Project How to use ML models with images (part 1).mp4 24MB
  20. 12. Optional - Advanced Face Features Detection/3. Locate face position and area (part 2 of 2).mp4 24MB
  21. 13. Advanced Text Detection Techniques/7. Bonus code Character Recognition Template.mp4 24MB
  22. 12. Optional - Advanced Face Features Detection/5. face features part 2.mp4 23MB
  23. 6. CoreML with Data Set models/7. Project Code improvements.mp4 23MB
  24. 10. Optional - Numerous Model Conversions/3. CoreML tools conversion code with Caffe.mp4 22MB
  25. 9. Optional - Going the extra mile/3. UIImage PixelBuffer extension (part 1).mp4 22MB
  26. 6. CoreML with Data Set models/6. Project Coding prediction for data sets.mp4 22MB
  27. 7. Project coreML with Video Camera/6. Project Capture image from video stream for ML model.mp4 21MB
  28. 9. Optional - Going the extra mile/4. UIImage PixelBuffer extension (part 2).mp4 21MB
  29. 4. iOS Machine Learning With Photos/8. Project How to use ML models with images (part 2).vtt 20MB
  30. 4. iOS Machine Learning With Photos/8. Project How to use ML models with images (part 2).mp4 20MB
  31. 14. Object Tracking (advanced)/4. Coding the camera stream launch.mp4 20MB
  32. 7. Project coreML with Video Camera/5. Project Program camera feed.mp4 20MB
  33. 4. iOS Machine Learning With Photos/5. Project How to add ML models to xcode projects.mp4 19MB
  34. 4. iOS Machine Learning With Photos/10. Testing different ML models.mp4 19MB
  35. 10. Optional - Numerous Model Conversions/7. Vision Image Request parameter options.mp4 17MB
  36. 10. Optional - Numerous Model Conversions/7. Vision Image Request parameter options.vtt 17MB
  37. 7. Project coreML with Video Camera/8. Project Processing the ML model output.mp4 17MB
  38. 12. Optional - Advanced Face Features Detection/9. Activity Solution.mp4 16MB
  39. 9. Optional - Going the extra mile/1. Adding converted model metadata.mp4 16MB
  40. 7. Project coreML with Video Camera/7. Project Programming the ML prediction launch.mp4 16MB
  41. 13. Advanced Text Detection Techniques/3. Project text recog part 2.mp4 16MB
  42. 4. iOS Machine Learning With Photos/6. Project How to get pre-made ML models for iOS.mp4 16MB
  43. 5. coreML All about custom models/2. Project Finding custom ML models.mp4 16MB
  44. 2. Optional - iOS Fundamentals/6. Use the Xcode interface.mp4 15MB
  45. 3. Optional - Machine Learning Concepts/1. About this section - intro to ML.mp4 15MB
  46. 7. Project coreML with Video Camera/4. Project Video Stream variables setup.mp4 14MB
  47. 12. Optional - Advanced Face Features Detection/7. face features part 4.mp4 14MB
  48. 4. iOS Machine Learning With Photos/12. Solution Models with Images input.mp4 14MB
  49. 3. Optional - Machine Learning Concepts/5. Recurrent Neural Networks basics RNNs.mp4 14MB
  50. 4. iOS Machine Learning With Photos/9. Project Programming the VN request callback method.mp4 14MB
  51. 5. coreML All about custom models/1. About this section - model conversion.mp4 13MB
  52. 13. Advanced Text Detection Techniques/4. Project text recog part 3.mp4 13MB
  53. 2. Optional - iOS Fundamentals/7. Xcode configuration files.mp4 13MB
  54. 14. Object Tracking (advanced)/7. Program the object tracking launch.mp4 13MB
  55. 5. coreML All about custom models/3. Project Converting ML models get Anaconda IDE.mp4 12MB
  56. 5. coreML All about custom models/4. Installing Python libraries for core ML.mp4 12MB
  57. 10. Optional - Numerous Model Conversions/4. Exporting Caffe model to mlmodel format.mp4 12MB
  58. 10. Optional - Numerous Model Conversions/2. Caffe - Get a Caffe ML model with weights and labels.mp4 12MB
  59. 2. Optional - iOS Fundamentals/3. Get the iOS developer license.mp4 12MB
  60. 11. Advanced Vision Techniques Face Detection/6. Activity Solution Face Detection.mp4 12MB
  61. 14. Object Tracking (advanced)/2. Create Object Tracking Project and UI.mp4 12MB
  62. 6. CoreML with Data Set models/8. Important data set models information.mp4 12MB
  63. 9. Optional - Going the extra mile/5. coreML prediction using UIImage PixelBuffer.mp4 11MB
  64. 14. Object Tracking (advanced)/8. Final Modifications.mp4 11MB
  65. 6. CoreML with Data Set models/5. Project Pickerview data source methods.mp4 10MB
  66. 11. Advanced Vision Techniques Face Detection/2. Project Create the user interface in storyboard.mp4 10MB
  67. 7. Project coreML with Video Camera/3. Project Building the user interface.mp4 10MB
  68. 4. iOS Machine Learning With Photos/4. Project Create the xcode project.mp4 9MB
  69. 9. Optional - Going the extra mile/2. Get a PixelBuffer from a UIImage.mp4 9MB
  70. 13. Advanced Text Detection Techniques/2. Project text recog part 1.mp4 9MB
  71. 1. Getting started/2. About Machine Learning.mp4 9MB
  72. 3. Optional - Machine Learning Concepts/3. Parts of an Artificial Neural Network.mp4 9MB
  73. 3. Optional - Machine Learning Concepts/2. What is an Artificial Neuron - Neural Network.mp4 8MB
  74. 4. iOS Machine Learning With Photos/1. About this section - coreML with Photos.mp4 8MB
  75. 2. Optional - iOS Fundamentals/5. How to install iOS 11 on your iPhone or iPad.mp4 8MB
  76. 2. Optional - iOS Fundamentals/1. About this section - start iOS.mp4 8MB
  77. 2. Optional - iOS Fundamentals/4. How to use a MAC on Windows PC or Linux.mp4 8MB
  78. 10. Optional - Numerous Model Conversions/5. Caffe - Using the Caffe model with iOS.mp4 8MB
  79. 8. END iOS coreML fundamentals/1. Congratulations.mp4 8MB
  80. 13. Advanced Text Detection Techniques/6. Solution Text Recognition.mp4 7MB
  81. 3. Optional - Machine Learning Concepts/4. Explanation - Convolutional Neural Network.mp4 7MB
  82. 4. iOS Machine Learning With Photos/3. About ML model and Neural Networks.mp4 6MB
  83. 2. Optional - iOS Fundamentals/2. Download and install xcode for iOS 11.mp4 6MB
  84. 1. Getting started/3. Activity Playing with Machine Learning Style Transfer.mp4 5MB
  85. 14. Object Tracking (advanced)/9. Final Project Demo.mp4 5MB
  86. 7. Project coreML with Video Camera/2. Project Create xcode project and add VGG16 model.mp4 4MB
  87. 14. Object Tracking (advanced)/1. Demo Object Tracking Project.mp4 4MB
  88. 4. iOS Machine Learning With Photos/2. Demo of project using coreML on photos.mp4 4MB
  89. 13. Advanced Text Detection Techniques/1. About Project Text Detection.mp4 4MB
  90. 6. CoreML with Data Set models/1. Introduction to Working with Data sets.mp4 3MB
  91. 12. Optional - Advanced Face Features Detection/1. About Advanced Face Feature Recognition.mp4 3MB
  92. 11. Advanced Vision Techniques Face Detection/1. Introduction to advanced ML with Vision.mp4 3MB
  93. 12. Optional - Advanced Face Features Detection/8. Activity - draw all face features in blue.mp4 3MB
  94. 6. CoreML with Data Set models/2. Project Create xcode project and add iris model.mp4 3MB
  95. 11. Advanced Vision Techniques Face Detection/5. Activity Face Detection.mp4 3MB
  96. 7. Project coreML with Video Camera/1. About CoreML with Video Camera.mp4 2MB
  97. 4. iOS Machine Learning With Photos/14. Summary coreML Vision with Photos.mp4 2MB
  98. 13. Advanced Text Detection Techniques/5. Activity Text Recognition.mp4 2MB
  99. 4. iOS Machine Learning With Photos/11. Exercise Models with Images input.mp4 2MB
  100. 3. Optional - Machine Learning Concepts/1.1 CheatSheetMachineLearningFundamentalsforiOS (1).pdf.pdf 1MB
  101. 7. Project coreML with Video Camera/2.1 CoreMLVideos-completed.zip.zip 1MB
  102. 15. BONUS/1.2 CheatSheetMachineLearningFundamentalsforiOS.pdf.pdf 626KB
  103. 15. BONUS/1.4 MLDataSets-completed.zip.zip 178KB
  104. 6. CoreML with Data Set models/1.1 MLDataSets-completed.zip.zip 178KB
  105. 13. Advanced Text Detection Techniques/4.1 TextDetectionProjectCompletedV3.zip.zip 140KB
  106. 13. Advanced Text Detection Techniques/4.2 TextDetectionV3.zip.zip 140KB
  107. 13. Advanced Text Detection Techniques/6.1 TextDetection-activity-solution.zip.zip 136KB
  108. 13. Advanced Text Detection Techniques/1.1 TextDetectionProject-start.zip.zip 136KB
  109. 13. Advanced Text Detection Techniques/4.3 TextDetectionProject-completed.zip.zip 135KB
  110. 13. Advanced Text Detection Techniques/5.1 TextDetection-activity-start.zip.zip 135KB
  111. 12. Optional - Advanced Face Features Detection/9.1 VisionProject-Activity-solution.zip.zip 60KB
  112. 12. Optional - Advanced Face Features Detection/7.1 VisionProject-FACE-FEATURES.zip.zip 60KB
  113. 12. Optional - Advanced Face Features Detection/8.1 VisionProject-activity-start.zip.zip 60KB
  114. 12. Optional - Advanced Face Features Detection/2.1 VisionProject-face-area.zip.zip 58KB
  115. 4. iOS Machine Learning With Photos/1.1 MLPhotos-completed.zip.zip 51KB
  116. 15. BONUS/1.1 MLPhotos-exercise-start.zip.zip 49KB
  117. 4. iOS Machine Learning With Photos/1.2 MLPhotos-exercise-start.zip.zip 49KB
  118. 14. Object Tracking (advanced)/9.1 ObjectTracking-completed.zip.zip 30KB
  119. 5. coreML All about custom models/5.1 Installing Caffe.pdf.pdf 26KB
  120. 5. coreML All about custom models/6. Project Converting scikit model to core ml mlmodel format.vtt 16KB
  121. 5. coreML All about custom models/5. Installing Caffe tools for core ML conversion.vtt 14KB
  122. 4. iOS Machine Learning With Photos/7. Project How to use ML models with images (part 1).vtt 13KB
  123. 6. CoreML with Data Set models/3. Project ML dataset project User Interface.vtt 13KB
  124. 14. Object Tracking (advanced)/5. Capturing Data and Perform Tracking Request.vtt 12KB
  125. 11. Advanced Vision Techniques Face Detection/4. Project Coding Face Detection.vtt 11KB
  126. 14. Object Tracking (advanced)/3. Program Video Camera Stream.vtt 11KB
  127. 10. Optional - Numerous Model Conversions/6. Keras - Load Save Keras models and convert to mlmodel.vtt 11KB
  128. 12. Optional - Advanced Face Features Detection/4. Code to detect Face features eyes nose lips.vtt 11KB
  129. 12. Optional - Advanced Face Features Detection/2. Locate face position and area (part 1 of 2).vtt 10KB
  130. 12. Optional - Advanced Face Features Detection/3. Locate face position and area (part 2 of 2).vtt 10KB
  131. 4. iOS Machine Learning With Photos/5. Project How to add ML models to xcode projects.vtt 10KB
  132. 10. Optional - Numerous Model Conversions/3. CoreML tools conversion code with Caffe.vtt 10KB
  133. 6. CoreML with Data Set models/4. Project Properties and picker delegate methods.vtt 10KB
  134. 6. CoreML with Data Set models/6. Project Coding prediction for data sets.vtt 10KB
  135. 11. Advanced Vision Techniques Face Detection/3. Project Coding the Photo selection.vtt 10KB
  136. 9. Optional - Going the extra mile/3. UIImage PixelBuffer extension (part 1).vtt 9KB
  137. 15. BONUS/2. Ever growing list of Core ML models.html 9KB
  138. 2. Optional - iOS Fundamentals/6. Use the Xcode interface.vtt 9KB
  139. 12. Optional - Advanced Face Features Detection/5. face features part 2.vtt 8KB
  140. 14. Object Tracking (advanced)/6. Coding the tracking request completion handler.vtt 8KB
  141. 12. Optional - Advanced Face Features Detection/6. face features part 3.vtt 8KB
  142. 4. iOS Machine Learning With Photos/10. Testing different ML models.vtt 8KB
  143. 13. Advanced Text Detection Techniques/7. Bonus code Character Recognition Template.vtt 8KB
  144. 7. Project coreML with Video Camera/6. Project Capture image from video stream for ML model.vtt 8KB
  145. 4. iOS Machine Learning With Photos/6. Project How to get pre-made ML models for iOS.vtt 8KB
  146. 2. Optional - iOS Fundamentals/7. Xcode configuration files.vtt 8KB
  147. 14. Object Tracking (advanced)/4. Coding the camera stream launch.vtt 8KB
  148. 9. Optional - Going the extra mile/4. UIImage PixelBuffer extension (part 2).vtt 7KB
  149. 6. CoreML with Data Set models/7. Project Code improvements.vtt 7KB
  150. 9. Optional - Going the extra mile/1. Adding converted model metadata.vtt 7KB
  151. 7. Project coreML with Video Camera/7. Project Programming the ML prediction launch.vtt 7KB
  152. 7. Project coreML with Video Camera/5. Project Program camera feed.vtt 7KB
  153. 5. coreML All about custom models/4. Installing Python libraries for core ML.vtt 6KB
  154. 4. iOS Machine Learning With Photos/4. Project Create the xcode project.vtt 6KB
  155. 5. coreML All about custom models/3. Project Converting ML models get Anaconda IDE.vtt 6KB
  156. 13. Advanced Text Detection Techniques/3. Project text recog part 2.vtt 6KB
  157. 10. Optional - Numerous Model Conversions/4. Exporting Caffe model to mlmodel format.vtt 6KB
  158. 4. iOS Machine Learning With Photos/9. Project Programming the VN request callback method.vtt 6KB
  159. 3. Optional - Machine Learning Concepts/2. What is an Artificial Neuron - Neural Network.vtt 5KB
  160. 7. Project coreML with Video Camera/4. Project Video Stream variables setup.vtt 5KB
  161. 1. Getting started/2. About Machine Learning.vtt 5KB
  162. 4. iOS Machine Learning With Photos/12. Solution Models with Images input.vtt 5KB
  163. 5. coreML All about custom models/2. Project Finding custom ML models.vtt 5KB
  164. 11. Advanced Vision Techniques Face Detection/2. Project Create the user interface in storyboard.vtt 5KB
  165. 7. Project coreML with Video Camera/3. Project Building the user interface.vtt 5KB
  166. 13. Advanced Text Detection Techniques/4. Project text recog part 3.vtt 5KB
  167. 14. Object Tracking (advanced)/2. Create Object Tracking Project and UI.vtt 5KB
  168. 3. Optional - Machine Learning Concepts/3. Parts of an Artificial Neural Network.vtt 5KB
  169. 7. Project coreML with Video Camera/8. Project Processing the ML model output.vtt 5KB
  170. 1. Getting started/1. About Your Instructor and Course Overview.vtt 5KB
  171. 3. Optional - Machine Learning Concepts/4. Explanation - Convolutional Neural Network.vtt 5KB
  172. 11. Advanced Vision Techniques Face Detection/6. Activity Solution Face Detection.vtt 5KB
  173. 9. Optional - Going the extra mile/5. coreML prediction using UIImage PixelBuffer.vtt 4KB
  174. 14. Object Tracking (advanced)/7. Program the object tracking launch.vtt 4KB
  175. 14. Object Tracking (advanced)/8. Final Modifications.vtt 4KB
  176. 6. CoreML with Data Set models/8. Important data set models information.vtt 4KB
  177. 6. CoreML with Data Set models/5. Project Pickerview data source methods.vtt 4KB
  178. 13. Advanced Text Detection Techniques/2. Project text recog part 1.vtt 4KB
  179. 12. Optional - Advanced Face Features Detection/7. face features part 4.vtt 4KB
  180. 2. Optional - iOS Fundamentals/5. How to install iOS 11 on your iPhone or iPad.vtt 4KB
  181. 10. Optional - Numerous Model Conversions/2. Caffe - Get a Caffe ML model with weights and labels.vtt 4KB
  182. 10. Optional - Numerous Model Conversions/5. Caffe - Using the Caffe model with iOS.vtt 4KB
  183. 7. Project coreML with Video Camera/9. Testing the live camera feed with VGG model.vtt 4KB
  184. 3. Optional - Machine Learning Concepts/5. Recurrent Neural Networks basics RNNs.vtt 3KB
  185. 9. Optional - Going the extra mile/2. Get a PixelBuffer from a UIImage.vtt 3KB
  186. 4. iOS Machine Learning With Photos/3. About ML model and Neural Networks.vtt 3KB
  187. 2. Optional - iOS Fundamentals/3. Get the iOS developer license.vtt 3KB
  188. 2. Optional - iOS Fundamentals/2. Download and install xcode for iOS 11.vtt 3KB
  189. 12. Optional - Advanced Face Features Detection/9. Activity Solution.vtt 3KB
  190. 2. Optional - iOS Fundamentals/4. How to use a MAC on Windows PC or Linux.vtt 3KB
  191. 1. Getting started/3. Activity Playing with Machine Learning Style Transfer.vtt 3KB
  192. 6. CoreML with Data Set models/1. Introduction to Working with Data sets.vtt 2KB
  193. 13. Advanced Text Detection Techniques/6. Solution Text Recognition.vtt 2KB
  194. 12. Optional - Advanced Face Features Detection/1. About Advanced Face Feature Recognition.vtt 2KB
  195. 13. Advanced Text Detection Techniques/1. About Project Text Detection.vtt 2KB
  196. 4. iOS Machine Learning With Photos/2. Demo of project using coreML on photos.vtt 2KB
  197. 7. Project coreML with Video Camera/2. Project Create xcode project and add VGG16 model.vtt 2KB
  198. 11. Advanced Vision Techniques Face Detection/1. Introduction to advanced ML with Vision.vtt 2KB
  199. 12. Optional - Advanced Face Features Detection/8. Activity - draw all face features in blue.vtt 2KB
  200. 3. Optional - Machine Learning Concepts/1. About this section - intro to ML.vtt 2KB
  201. 7. Project coreML with Video Camera/1. About CoreML with Video Camera.vtt 2KB
  202. 5. coreML All about custom models/1. About this section - model conversion.vtt 2KB
  203. 11. Advanced Vision Techniques Face Detection/5. Activity Face Detection.vtt 1KB
  204. 6. CoreML with Data Set models/2. Project Create xcode project and add iris model.vtt 1KB
  205. 4. iOS Machine Learning With Photos/14. Summary coreML Vision with Photos.vtt 1KB
  206. 8. END iOS coreML fundamentals/1. Congratulations.vtt 1KB
  207. 4. iOS Machine Learning With Photos/11. Exercise Models with Images input.vtt 1KB
  208. 14. Object Tracking (advanced)/9. Final Project Demo.vtt 1004B
  209. 4. iOS Machine Learning With Photos/1. About this section - coreML with Photos.vtt 983B
  210. 2. Optional - iOS Fundamentals/1. About this section - start iOS.vtt 973B
  211. 13. Advanced Text Detection Techniques/5. Activity Text Recognition.vtt 942B
  212. 14. Object Tracking (advanced)/1. Demo Object Tracking Project.vtt 869B
  213. 10. Optional - Numerous Model Conversions/1. About model conversion types.html 391B
  214. 4. iOS Machine Learning With Photos/13. Basics of Machine Learning for iOS.html 144B
  215. 5. coreML All about custom models/7. Working with Custom Models.html 144B
  216. 6. CoreML with Data Set models/9. Working with Data Sets.html 144B
  217. 15. BONUS/1. Project Files Download.html 77B
  218. [DesireCourse.Net].url 51B
  219. [CourseClub.Me].url 48B