DesireCourse Net Udemy Complete iOS Machine Learning Masterclass | 115FA7A2BA222CB1E5DEE6177248954D3DCAB6B9

DesireCourse Net Udemy Complete iOS Machine Learning Masterclass

Name	[DesireCourse.Net] Udemy - Complete iOS Machine Learning Masterclass	DOWNLOAD Copy Link
Total Size	1.8 GB
Total Files	219
Hash	115FA7A2BA222CB1E5DEE6177248954D3DCAB6B9

/1. Getting started/
1. About Your Instructor and Course Overview.mp4	53.2 MB
1. About Your Instructor and Course Overview.vtt	4.9 KB
2. About Machine Learning.mp4	9.2 MB
2. About Machine Learning.vtt	5.5 KB
3. Activity Playing with Machine Learning Style Transfer.mp4	5.3 MB
3. Activity Playing with Machine Learning Style Transfer.vtt	2.8 KB
/10. Optional - Numerous Model Conversions/
1. About model conversion types.html	0.4 KB
2. Caffe - Get a Caffe ML model with weights and labels.mp4	12.4 MB
2. Caffe - Get a Caffe ML model with weights and labels.vtt	3.8 KB
3. CoreML tools conversion code with Caffe.mp4	23.0 MB
3. CoreML tools conversion code with Caffe.vtt	10.3 KB
4. Exporting Caffe model to mlmodel format.mp4	12.5 MB
4. Exporting Caffe model to mlmodel format.vtt	5.9 KB
5. Caffe - Using the Caffe model with iOS.mp4	8.0 MB
5. Caffe - Using the Caffe model with iOS.vtt	3.7 KB
6. Keras - Load Save Keras models and convert to mlmodel.mp4	38.4 MB
6. Keras - Load Save Keras models and convert to mlmodel.vtt	11.5 KB
7. Vision Image Request parameter options.mp4	18.2 MB
7. Vision Image Request parameter options.vtt	18.2 MB
/11. Advanced Vision Techniques Face Detection/
1. Introduction to advanced ML with Vision.mp4	3.2 MB
1. Introduction to advanced ML with Vision.vtt	1.8 KB
2. Project Create the user interface in storyboard.mp4	10.4 MB
2. Project Create the user interface in storyboard.vtt	5.3 KB
3. Project Coding the Photo selection.mp4	26.2 MB
3. Project Coding the Photo selection.vtt	9.8 KB
4. Project Coding Face Detection.mp4	33.8 MB
4. Project Coding Face Detection.vtt	11.7 KB
5. Activity Face Detection.mp4	2.6 MB
5. Activity Face Detection.vtt	1.4 KB
6. Activity Solution Face Detection.mp4	12.3 MB
6. Activity Solution Face Detection.vtt	4.8 KB
/12. Optional - Advanced Face Features Detection/
1. About Advanced Face Feature Recognition.mp4	3.5 MB
1. About Advanced Face Feature Recognition.vtt	2.2 KB
2. Locate face position and area (part 1 of 2).mp4	26.3 MB
2. Locate face position and area (part 1 of 2).vtt	10.7 KB
2.1 VisionProject-face-area.zip.zip	59.6 KB
3. Locate face position and area (part 2 of 2).mp4	24.9 MB
3. Locate face position and area (part 2 of 2).vtt	10.5 KB
4. Code to detect Face features eyes nose lips.mp4	27.1 MB
4. Code to detect Face features eyes nose lips.vtt	11.2 KB
5. face features part 2.mp4	24.1 MB
5. face features part 2.vtt	8.6 KB
6. face features part 3.mp4	26.4 MB
6. face features part 3.vtt	8.1 KB
7. face features part 4.mp4	14.7 MB
7. face features part 4.vtt	3.9 KB
7.1 VisionProject-FACE-FEATURES.zip.zip	61.3 KB
8. Activity - draw all face features in blue.mp4	2.9 MB
8. Activity - draw all face features in blue.vtt	1.7 KB
8.1 VisionProject-activity-start.zip.zip	61.3 KB
9. Activity Solution.mp4	17.2 MB
9. Activity Solution.vtt	3.2 KB
9.1 VisionProject-Activity-solution.zip.zip	61.3 KB
/13. Advanced Text Detection Techniques/
1. About Project Text Detection.mp4	4.2 MB
1. About Project Text Detection.vtt	2.2 KB
1.1 TextDetectionProject-start.zip.zip	138.8 KB
2. Project text recog part 1.mp4	9.4 MB
2. Project text recog part 1.vtt	4.0 KB
3. Project text recog part 2.mp4	16.8 MB
3. Project text recog part 2.vtt	6.1 KB
4. Project text recog part 3.mp4	14.1 MB
4. Project text recog part 3.vtt	5.2 KB
4.1 TextDetectionProjectCompletedV3.zip.zip	143.2 KB
4.2 TextDetectionV3.zip.zip	143.2 KB
4.3 TextDetectionProject-completed.zip.zip	138.2 KB
5. Activity Text Recognition.mp4	1.9 MB
5. Activity Text Recognition.vtt	0.9 KB
5.1 TextDetection-activity-start.zip.zip	138.2 KB
6. Solution Text Recognition.mp4	7.7 MB
6. Solution Text Recognition.vtt	2.3 KB
6.1 TextDetection-activity-solution.zip.zip	139.7 KB
7. Bonus code Character Recognition Template.mp4	24.8 MB
7. Bonus code Character Recognition Template.vtt	8.0 KB
7.1 Tesseract-iOS.zip.zip	108.5 MB
/14. Object Tracking (advanced)/
1. Demo Object Tracking Project.mp4	4.5 MB
1. Demo Object Tracking Project.vtt	0.9 KB
2. Create Object Tracking Project and UI.mp4	12.2 MB
2. Create Object Tracking Project and UI.vtt	5.1 KB
3. Program Video Camera Stream.mp4	31.4 MB
3. Program Video Camera Stream.vtt	11.6 KB
4. Coding the camera stream launch.mp4	21.3 MB
4. Coding the camera stream launch.vtt	7.8 KB
5. Capturing Data and Perform Tracking Request.mp4	31.3 MB
5. Capturing Data and Perform Tracking Request.vtt	12.2 KB
6. Coding the tracking request completion handler.mp4	25.5 MB
6. Coding the tracking request completion handler.vtt	8.2 KB
7. Program the object tracking launch.mp4	13.2 MB
7. Program the object tracking launch.vtt	4.5 KB
8. Final Modifications.mp4	11.6 MB
8. Final Modifications.vtt	4.4 KB
9. Final Project Demo.mp4	5.2 MB
9. Final Project Demo.vtt	1.0 KB
9.1 ObjectTracking-completed.zip.zip	30.5 KB
/15. BONUS/
1. Project Files Download.html	0.1 KB
1.1 MLPhotos-exercise-start.zip.zip	50.7 KB
1.2 CheatSheetMachineLearningFundamentalsforiOS.pdf.pdf	641.1 KB
1.3 MLPhotosWithUIImage.zip.zip	88.1 MB
1.4 MLDataSets-completed.zip.zip	182.0 KB
1.5 VisionProject-start.zip.zip	88.1 MB
2. Ever growing list of Core ML models.html	9.2 KB
/2. Optional - iOS Fundamentals/
1. About this section - start iOS.mp4	8.5 MB
1. About this section - start iOS.vtt	1.0 KB
2. Download and install xcode for iOS 11.mp4	6.2 MB
2. Download and install xcode for iOS 11.vtt	3.3 KB
3. Get the iOS developer license.mp4	12.3 MB
3. Get the iOS developer license.vtt	3.3 KB
4. How to use a MAC on Windows PC or Linux.mp4	8.4 MB
4. How to use a MAC on Windows PC or Linux.vtt	3.0 KB
5. How to install iOS 11 on your iPhone or iPad.mp4	8.5 MB
5. How to install iOS 11 on your iPhone or iPad.vtt	3.8 KB
6. Use the Xcode interface.mp4	15.9 MB
6. Use the Xcode interface.vtt	8.8 KB
7. Xcode configuration files.mp4	13.4 MB
7. Xcode configuration files.vtt	7.8 KB
/3. Optional - Machine Learning Concepts/
1. About this section - intro to ML.mp4	15.4 MB
1. About this section - intro to ML.vtt	1.7 KB
1.1 CheatSheetMachineLearningFundamentalsforiOS (1).pdf.pdf	1.4 MB
2. What is an Artificial Neuron - Neural Network.mp4	8.7 MB
2. What is an Artificial Neuron - Neural Network.vtt	5.5 KB
3. Parts of an Artificial Neural Network.mp4	9.1 MB
3. Parts of an Artificial Neural Network.vtt	5.0 KB
4. Explanation - Convolutional Neural Network.mp4	7.4 MB
4. Explanation - Convolutional Neural Network.vtt	4.8 KB
5. Recurrent Neural Networks basics RNNs.mp4	14.2 MB
5. Recurrent Neural Networks basics RNNs.vtt	3.6 KB
/4. iOS Machine Learning With Photos/
1. About this section - coreML with Photos.mp4	8.6 MB
1. About this section - coreML with Photos.vtt	1.0 KB
1.1 MLPhotos-completed.zip.zip	52.0 KB
1.2 MLPhotos-exercise-start.zip.zip	50.7 KB
10. Testing different ML models.mp4	19.4 MB
10. Testing different ML models.vtt	8.1 KB
11. Exercise Models with Images input.mp4	1.8 MB
11. Exercise Models with Images input.vtt	1.2 KB
12. Solution Models with Images input.mp4	14.3 MB
12. Solution Models with Images input.vtt	5.3 KB
13. Basics of Machine Learning for iOS.html	0.1 KB
14. Summary coreML Vision with Photos.mp4	2.1 MB
14. Summary coreML Vision with Photos.vtt	1.3 KB
2. Demo of project using coreML on photos.mp4	4.4 MB
2. Demo of project using coreML on photos.vtt	2.1 KB
3. About ML model and Neural Networks.mp4	6.4 MB
3. About ML model and Neural Networks.vtt	3.4 KB
4. Project Create the xcode project.mp4	9.9 MB
4. Project Create the xcode project.vtt	6.5 KB
5. Project How to add ML models to xcode projects.mp4	19.9 MB
5. Project How to add ML models to xcode projects.vtt	10.4 KB
6. Project How to get pre-made ML models for iOS.mp4	16.5 MB
6. Project How to get pre-made ML models for iOS.vtt	7.9 KB
7. Project How to use ML models with images (part 1).mp4	25.3 MB
7. Project How to use ML models with images (part 1).vtt	13.3 KB
8. Project How to use ML models with images (part 2).mp4	21.5 MB
8. Project How to use ML models with images (part 2).vtt	21.5 MB
9. Project Programming the VN request callback method.mp4	14.2 MB
9. Project Programming the VN request callback method.vtt	5.7 KB
/5. coreML All about custom models/
1. About this section - model conversion.mp4	14.1 MB
1. About this section - model conversion.vtt	1.6 KB
2. Project Finding custom ML models.mp4	16.3 MB
2. Project Finding custom ML models.vtt	5.3 KB
3. Project Converting ML models get Anaconda IDE.mp4	13.1 MB
3. Project Converting ML models get Anaconda IDE.vtt	6.2 KB
4. Installing Python libraries for core ML.mp4	12.7 MB
4. Installing Python libraries for core ML.vtt	6.6 KB
5. Installing Caffe tools for core ML conversion.mp4	43.4 MB
5. Installing Caffe tools for core ML conversion.vtt	14.4 KB
5.1 Installing Caffe.pdf.pdf	26.9 KB
6. Project Converting scikit model to core ml mlmodel format.mp4	35.1 MB
6. Project Converting scikit model to core ml mlmodel format.vtt	16.6 KB
7. Working with Custom Models.html	0.1 KB
/6. CoreML with Data Set models/
1. Introduction to Working with Data sets.mp4	3.6 MB
1. Introduction to Working with Data sets.vtt	2.5 KB
1.1 MLDataSets-completed.zip.zip	182.0 KB
2. Project Create xcode project and add iris model.mp4	2.8 MB
2. Project Create xcode project and add iris model.vtt	1.4 KB
3. Project ML dataset project User Interface.mp4	28.4 MB
3. Project ML dataset project User Interface.vtt	12.8 KB
4. Project Properties and picker delegate methods.mp4	27.4 MB
4. Project Properties and picker delegate methods.vtt	10.1 KB
5. Project Pickerview data source methods.mp4	10.9 MB
5. Project Pickerview data source methods.vtt	4.1 KB
6. Project Coding prediction for data sets.mp4	22.7 MB
6. Project Coding prediction for data sets.vtt	9.8 KB
7. Project Code improvements.mp4	23.8 MB
7. Project Code improvements.vtt	7.1 KB
8. Important data set models information.mp4	12.2 MB
8. Important data set models information.vtt	4.3 KB
9. Working with Data Sets.html	0.1 KB
/7. Project coreML with Video Camera/
1. About CoreML with Video Camera.mp4	2.2 MB
1. About CoreML with Video Camera.vtt	1.6 KB
2. Project Create xcode project and add VGG16 model.mp4	4.6 MB
2. Project Create xcode project and add VGG16 model.vtt	2.0 KB
2.1 CoreMLVideos-completed.zip.zip	1.2 MB
3. Project Building the user interface.mp4	10.2 MB
3. Project Building the user interface.vtt	5.2 KB
4. Project Video Stream variables setup.mp4	14.9 MB
4. Project Video Stream variables setup.vtt	5.5 KB
5. Project Program camera feed.mp4	21.2 MB
5. Project Program camera feed.vtt	6.9 KB
6. Project Capture image from video stream for ML model.mp4	22.1 MB
6. Project Capture image from video stream for ML model.vtt	7.9 KB
7. Project Programming the ML prediction launch.mp4	16.8 MB
7. Project Programming the ML prediction launch.vtt	7.0 KB
8. Project Processing the ML model output.mp4	17.6 MB
8. Project Processing the ML model output.vtt	4.9 KB
9. Testing the live camera feed with VGG model.mp4	36.5 MB
9. Testing the live camera feed with VGG model.vtt	3.6 KB
/8. END iOS coreML fundamentals/
1. Congratulations.mp4	8.0 MB
1. Congratulations.vtt	1.2 KB
/9. Optional - Going the extra mile/
1. Adding converted model metadata.mp4	17.2 MB
1. Adding converted model metadata.vtt	7.0 KB
2. Get a PixelBuffer from a UIImage.mp4	9.9 MB
2. Get a PixelBuffer from a UIImage.vtt	3.5 KB
3. UIImage PixelBuffer extension (part 1).mp4	22.8 MB
3. UIImage PixelBuffer extension (part 1).vtt	9.2 KB
4. UIImage PixelBuffer extension (part 2).mp4	22.1 MB
4. UIImage PixelBuffer extension (part 2).vtt	7.4 KB
5. coreML prediction using UIImage PixelBuffer.mp4	11.9 MB
5. coreML prediction using UIImage PixelBuffer.vtt	4.5 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
Total files 219