Download Udemy - Complete iOS Machine Learning Masterclass [Desire Course] Torrent

Torrent Contents Size: 1.67 GB

Udemy - Complete iOS Machine Learning Masterclass [Desire Course]

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1. Getting started

1. About Your Instructor and Course Overview.mp4	MP4	50.78 MB
1. About Your Instructor and Course Overview.vtt	VTT	4.78 KB
2. About Machine Learning.mp4	MP4	8.77 MB
2. About Machine Learning.vtt	VTT	5.33 KB
3. Activity Playing with Machine Learning Style Transfer.mp4	MP4	5.01 MB
3. Activity Playing with Machine Learning Style Transfer.vtt	VTT	2.78 KB

10. Optional - Numerous Model Conversions

1. About model conversion types.html	HTML	391 B
2. Caffe - Get a Caffe ML model with weights and labels.mp4	MP4	11.81 MB
2. Caffe - Get a Caffe ML model with weights and labels.vtt	VTT	3.7 KB
3. CoreML tools conversion code with Caffe.mp4	MP4	21.94 MB
3. CoreML tools conversion code with Caffe.vtt	VTT	10.09 KB
4. Exporting Caffe model to mlmodel format.mp4	MP4	11.96 MB
4. Exporting Caffe model to mlmodel format.vtt	VTT	5.73 KB
5. Caffe - Using the Caffe model with iOS.mp4	MP4	7.67 MB
5. Caffe - Using the Caffe model with iOS.vtt	VTT	3.6 KB
6. Keras - Load Save Keras models and convert to mlmodel.mp4	MP4	36.6 MB
6. Keras - Load Save Keras models and convert to mlmodel.vtt	VTT	11.24 KB
7. Vision Image Request parameter options.mp4	MP4	17.34 MB
7. Vision Image Request parameter options.vtt	VTT	17.34 MB

11. Advanced Vision Techniques Face Detection

1. Introduction to advanced ML with Vision.mp4	MP4	3.09 MB
1. Introduction to advanced ML with Vision.vtt	VTT	1.72 KB
2. Project Create the user interface in storyboard.mp4	MP4	9.96 MB
2. Project Create the user interface in storyboard.vtt	VTT	5.15 KB
3. Project Coding the Photo selection.mp4	MP4	24.98 MB
3. Project Coding the Photo selection.vtt	VTT	9.59 KB
4. Project Coding Face Detection.mp4	MP4	32.19 MB
4. Project Coding Face Detection.vtt	VTT	11.46 KB
5. Activity Face Detection.mp4	MP4	2.51 MB
5. Activity Face Detection.vtt	VTT	1.42 KB
6. Activity Solution Face Detection.mp4	MP4	11.75 MB
6. Activity Solution Face Detection.vtt	VTT	4.65 KB

12. Optional - Advanced Face Features Detection

1. About Advanced Face Feature Recognition.mp4	MP4	3.32 MB
1. About Advanced Face Feature Recognition.vtt	VTT	2.15 KB
2. Locate face position and area (part 1 of 2).mp4	MP4	25.07 MB
2. Locate face position and area (part 1 of 2).vtt	VTT	10.42 KB
2.1 VisionProject-face-area.zip.zip	ZIP	58.19 KB
3. Locate face position and area (part 2 of 2).mp4	MP4	23.76 MB
3. Locate face position and area (part 2 of 2).vtt	VTT	10.22 KB
4. Code to detect Face features eyes nose lips.mp4	MP4	25.89 MB
4. Code to detect Face features eyes nose lips.vtt	VTT	10.97 KB
5. face features part 2.mp4	MP4	22.95 MB
5. face features part 2.vtt	VTT	8.37 KB
6. face features part 3.mp4	MP4	25.22 MB
6. face features part 3.vtt	VTT	7.9 KB
7. face features part 4.mp4	MP4	14.01 MB
7. face features part 4.vtt	VTT	3.85 KB
7.1 VisionProject-FACE-FEATURES.zip.zip	ZIP	59.82 KB
8. Activity - draw all face features in blue.mp4	MP4	2.8 MB
8. Activity - draw all face features in blue.vtt	VTT	1.63 KB
8.1 VisionProject-activity-start.zip.zip	ZIP	59.82 KB
9. Activity Solution.mp4	MP4	16.4 MB
9. Activity Solution.vtt	VTT	3.17 KB
9.1 VisionProject-Activity-solution.zip.zip	ZIP	59.86 KB

13. Advanced Text Detection Techniques

1. About Project Text Detection.mp4	MP4	4.02 MB
1. About Project Text Detection.vtt	VTT	2.14 KB
1.1 TextDetectionProject-start.zip.zip	ZIP	135.55 KB
2. Project text recog part 1.mp4	MP4	8.93 MB
2. Project text recog part 1.vtt	VTT	3.88 KB
3. Project text recog part 2.mp4	MP4	16.03 MB
3. Project text recog part 2.vtt	VTT	5.97 KB
4. Project text recog part 3.mp4	MP4	13.45 MB
4. Project text recog part 3.vtt	VTT	5.04 KB
4.1 TextDetectionProjectCompletedV3.zip.zip	ZIP	139.88 KB
4.2 TextDetectionV3.zip.zip	ZIP	139.88 KB
4.3 TextDetectionProject-completed.zip.zip	ZIP	134.98 KB
5. Activity Text Recognition.mp4	MP4	1.83 MB
5. Activity Text Recognition.vtt	VTT	942 B
5.1 TextDetection-activity-start.zip.zip	ZIP	134.98 KB
6. Solution Text Recognition.mp4	MP4	7.35 MB
6. Solution Text Recognition.vtt	VTT	2.25 KB
6.1 TextDetection-activity-solution.zip.zip	ZIP	136.46 KB
7. Bonus code Character Recognition Template.mp4	MP4	23.63 MB
7. Bonus code Character Recognition Template.vtt	VTT	7.85 KB
7.1 Tesseract-iOS.zip.zip	ZIP	103.47 MB

14. Object Tracking (advanced)

1. Demo Object Tracking Project.mp4	MP4	4.3 MB
1. Demo Object Tracking Project.vtt	VTT	869 B
2. Create Object Tracking Project and UI.mp4	MP4	11.61 MB
2. Create Object Tracking Project and UI.vtt	VTT	4.99 KB
3. Program Video Camera Stream.mp4	MP4	29.91 MB
3. Program Video Camera Stream.vtt	VTT	11.37 KB
4. Coding the camera stream launch.mp4	MP4	20.34 MB
4. Coding the camera stream launch.vtt	VTT	7.58 KB
5. Capturing Data and Perform Tracking Request.mp4	MP4	29.81 MB
5. Capturing Data and Perform Tracking Request.vtt	VTT	11.88 KB
6. Coding the tracking request completion handler.mp4	MP4	24.37 MB
6. Coding the tracking request completion handler.vtt	VTT	8.06 KB
7. Program the object tracking launch.mp4	MP4	12.56 MB
7. Program the object tracking launch.vtt	VTT	4.37 KB
8. Final Modifications.mp4	MP4	11.1 MB
8. Final Modifications.vtt	VTT	4.29 KB
9. Final Project Demo.mp4	MP4	4.95 MB
9. Final Project Demo.vtt	VTT	1004 B
9.1 ObjectTracking-completed.zip.zip	ZIP	29.76 KB

15. BONUS

1. Project Files Download.html	HTML	77 B
1.1 MLPhotos-exercise-start.zip.zip	ZIP	49.5 KB
1.2 CheatSheetMachineLearningFundamentalsforiOS.pdf.pdf	PDF	626.03 KB
1.3 MLPhotosWithUIImage.zip.zip	ZIP	83.98 MB
1.4 MLDataSets-completed.zip.zip	ZIP	177.74 KB
1.5 VisionProject-start.zip.zip	ZIP	83.98 MB
2. Ever growing list of Core ML models.html	HTML	8.97 KB

2. Optional - iOS Fundamentals

1. About this section - start iOS.mp4	MP4	8.09 MB
1. About this section - start iOS.vtt	VTT	973 B
2. Download and install xcode for iOS 11.mp4	MP4	5.88 MB
2. Download and install xcode for iOS 11.vtt	VTT	3.22 KB
3. Get the iOS developer license.mp4	MP4	11.76 MB
3. Get the iOS developer license.vtt	VTT	3.24 KB
4. How to use a MAC on Windows PC or Linux.mp4	MP4	8.05 MB
4. How to use a MAC on Windows PC or Linux.vtt	VTT	2.93 KB
5. How to install iOS 11 on your iPhone or iPad.mp4	MP4	8.13 MB
5. How to install iOS 11 on your iPhone or iPad.vtt	VTT	3.71 KB
6. Use the Xcode interface.mp4	MP4	15.14 MB
6. Use the Xcode interface.vtt	VTT	8.56 KB
7. Xcode configuration files.mp4	MP4	12.81 MB
7. Xcode configuration files.vtt	VTT	7.63 KB

3. Optional - Machine Learning Concepts

1. About this section - intro to ML.mp4	MP4	14.68 MB
1. About this section - intro to ML.vtt	VTT	1.62 KB
1.1 CheatSheetMachineLearningFundamentalsforiOS (1).pdf.pdf	PDF	1.33 MB
2. What is an Artificial Neuron - Neural Network.mp4	MP4	8.3 MB
2. What is an Artificial Neuron - Neural Network.vtt	VTT	5.36 KB
3. Parts of an Artificial Neural Network.mp4	MP4	8.72 MB
3. Parts of an Artificial Neural Network.vtt	VTT	4.85 KB
4. Explanation - Convolutional Neural Network.mp4	MP4	7.03 MB
4. Explanation - Convolutional Neural Network.vtt	VTT	4.7 KB
5. Recurrent Neural Networks basics RNNs.mp4	MP4	13.55 MB
5. Recurrent Neural Networks basics RNNs.vtt	VTT	3.49 KB

4. iOS Machine Learning With Photos

1. About this section - coreML with Photos.mp4	MP4	8.16 MB
1. About this section - coreML with Photos.vtt	VTT	983 B
1.1 MLPhotos-completed.zip.zip	ZIP	50.79 KB
1.2 MLPhotos-exercise-start.zip.zip	ZIP	49.5 KB
10. Testing different ML models.mp4	MP4	18.51 MB
10. Testing different ML models.vtt	VTT	7.9 KB
11. Exercise Models with Images input.mp4	MP4	1.72 MB
11. Exercise Models with Images input.vtt	VTT	1.18 KB
12. Solution Models with Images input.mp4	MP4	13.66 MB
12. Solution Models with Images input.vtt	VTT	5.21 KB
13. Basics of Machine Learning for iOS.html	HTML	144 B
14. Summary coreML Vision with Photos.mp4	MP4	2 MB
14. Summary coreML Vision with Photos.vtt	VTT	1.31 KB
2. Demo of project using coreML on photos.mp4	MP4	4.15 MB
2. Demo of project using coreML on photos.vtt	VTT	2.07 KB
3. About ML model and Neural Networks.mp4	MP4	6.1 MB
3. About ML model and Neural Networks.vtt	VTT	3.35 KB
4. Project Create the xcode project.mp4	MP4	9.41 MB
4. Project Create the xcode project.vtt	VTT	6.36 KB
5. Project How to add ML models to xcode projects.mp4	MP4	19.02 MB
5. Project How to add ML models to xcode projects.vtt	VTT	10.13 KB
6. Project How to get pre-made ML models for iOS.mp4	MP4	15.73 MB
6. Project How to get pre-made ML models for iOS.vtt	VTT	7.74 KB
7. Project How to use ML models with images (part 1).mp4	MP4	24.14 MB
7. Project How to use ML models with images (part 1).vtt	VTT	12.99 KB
8. Project How to use ML models with images (part 2).mp4	MP4	20.49 MB
8. Project How to use ML models with images (part 2).vtt	VTT	20.5 MB
9. Project Programming the VN request callback method.mp4	MP4	13.53 MB
9. Project Programming the VN request callback method.vtt	VTT	5.54 KB

5. coreML All about custom models

1. About this section - model conversion.mp4	MP4	13.46 MB
1. About this section - model conversion.vtt	VTT	1.55 KB
2. Project Finding custom ML models.mp4	MP4	15.52 MB
2. Project Finding custom ML models.vtt	VTT	5.2 KB
3. Project Converting ML models get Anaconda IDE.mp4	MP4	12.49 MB
3. Project Converting ML models get Anaconda IDE.vtt	VTT	6.09 KB
4. Installing Python libraries for core ML.mp4	MP4	12.1 MB
4. Installing Python libraries for core ML.vtt	VTT	6.46 KB
5. Installing Caffe tools for core ML conversion.mp4	MP4	41.43 MB
5. Installing Caffe tools for core ML conversion.vtt	VTT	14.07 KB
5.1 Installing Caffe.pdf.pdf	PDF	26.25 KB
6. Project Converting scikit model to core ml mlmodel format.mp4	MP4	33.49 MB
6. Project Converting scikit model to core ml mlmodel format.vtt	VTT	16.23 KB
7. Working with Custom Models.html	HTML	144 B

6. CoreML with Data Set models

1. Introduction to Working with Data sets.mp4	MP4	3.46 MB
1. Introduction to Working with Data sets.vtt	VTT	2.39 KB
1.1 MLDataSets-completed.zip.zip	ZIP	177.74 KB
2. Project Create xcode project and add iris model.mp4	MP4	2.67 MB
2. Project Create xcode project and add iris model.vtt	VTT	1.39 KB
3. Project ML dataset project User Interface.mp4	MP4	27.05 MB
3. Project ML dataset project User Interface.vtt	VTT	12.51 KB
4. Project Properties and picker delegate methods.mp4	MP4	26.15 MB
4. Project Properties and picker delegate methods.vtt	VTT	9.9 KB
5. Project Pickerview data source methods.mp4	MP4	10.35 MB
5. Project Pickerview data source methods.vtt	VTT	3.99 KB
6. Project Coding prediction for data sets.mp4	MP4	21.69 MB
6. Project Coding prediction for data sets.vtt	VTT	9.6 KB
7. Project Code improvements.mp4	MP4	22.71 MB
7. Project Code improvements.vtt	VTT	6.93 KB
8. Important data set models information.mp4	MP4	11.6 MB
8. Important data set models information.vtt	VTT	4.19 KB
9. Working with Data Sets.html	HTML	144 B

7. Project coreML with Video Camera

1. About CoreML with Video Camera.mp4	MP4	2.08 MB
1. About CoreML with Video Camera.vtt	VTT	1.55 KB
2. Project Create xcode project and add VGG16 model.mp4	MP4	4.37 MB
2. Project Create xcode project and add VGG16 model.vtt	VTT	1.93 KB
2.1 CoreMLVideos-completed.zip.zip	ZIP	1.1 MB
3. Project Building the user interface.mp4	MP4	9.72 MB
3. Project Building the user interface.vtt	VTT	5.12 KB
4. Project Video Stream variables setup.mp4	MP4	14.23 MB
4. Project Video Stream variables setup.vtt	VTT	5.35 KB
5. Project Program camera feed.mp4	MP4	20.18 MB
5. Project Program camera feed.vtt	VTT	6.78 KB
6. Project Capture image from video stream for ML model.mp4	MP4	21.07 MB
6. Project Capture image from video stream for ML model.vtt	VTT	7.76 KB
7. Project Programming the ML prediction launch.mp4	MP4	16.06 MB
7. Project Programming the ML prediction launch.vtt	VTT	6.82 KB
8. Project Processing the ML model output.mp4	MP4	16.74 MB
8. Project Processing the ML model output.vtt	VTT	4.8 KB
9. Testing the live camera feed with VGG model.mp4	MP4	34.79 MB
9. Testing the live camera feed with VGG model.vtt	VTT	3.55 KB

8. END iOS coreML fundamentals

	1. Congratulations.mp4	MP4	7.67 MB
	1. Congratulations.vtt	VTT	1.19 KB

9. Optional - Going the extra mile

1. Adding converted model metadata.mp4	MP4	16.36 MB
1. Adding converted model metadata.vtt	VTT	6.85 KB
2. Get a PixelBuffer from a UIImage.mp4	MP4	9.41 MB
2. Get a PixelBuffer from a UIImage.vtt	VTT	3.43 KB
3. UIImage PixelBuffer extension (part 1).mp4	MP4	21.78 MB
3. UIImage PixelBuffer extension (part 1).vtt	VTT	9.03 KB
4. UIImage PixelBuffer extension (part 2).mp4	MP4	21.04 MB
4. UIImage PixelBuffer extension (part 2).vtt	VTT	7.24 KB
5. coreML prediction using UIImage PixelBuffer.mp4	MP4	11.39 MB
5. coreML prediction using UIImage PixelBuffer.vtt	VTT	4.39 KB

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Udemy - Complete iOS Machine Learning Masterclass [Desire Course]

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