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[DesireCourse.Net] Udemy - Complete iOS Machine Learning Masterclass
magnet:?xt=urn:btih:115fa7a2ba222cb1e5dee6177248954d3dcab6b9&dn=[DesireCourse.Net] Udemy - Complete iOS Machine Learning Masterclass
磁力链接详情
Hash值:
115fa7a2ba222cb1e5dee6177248954d3dcab6b9
点击数:
94
文件大小:
1.37 GB
文件数量:
94
创建日期:
2019-10-3 23:38
最后访问:
2024-4-1 20:25
访问标签:
DesireCourse
Net
Udemy
-
Complete
iOS
Machine
Learning
Masterclass
文件列表详情
1. Getting started/1. About Your Instructor and Course Overview.mp4 50.78 MB
1. Getting started/2. About Machine Learning.mp4 8.77 MB
1. Getting started/3. Activity Playing with Machine Learning Style Transfer.mp4 5.01 MB
10. Optional - Numerous Model Conversions/2. Caffe - Get a Caffe ML model with weights and labels.mp4 11.81 MB
10. Optional - Numerous Model Conversions/3. CoreML tools conversion code with Caffe.mp4 21.94 MB
10. Optional - Numerous Model Conversions/4. Exporting Caffe model to mlmodel format.mp4 11.96 MB
10. Optional - Numerous Model Conversions/5. Caffe - Using the Caffe model with iOS.mp4 7.67 MB
10. Optional - Numerous Model Conversions/6. Keras - Load Save Keras models and convert to mlmodel.mp4 36.6 MB
10. Optional - Numerous Model Conversions/7. Vision Image Request parameter options.mp4 17.34 MB
11. Advanced Vision Techniques Face Detection/1. Introduction to advanced ML with Vision.mp4 3.09 MB
11. Advanced Vision Techniques Face Detection/2. Project Create the user interface in storyboard.mp4 9.96 MB
11. Advanced Vision Techniques Face Detection/3. Project Coding the Photo selection.mp4 24.98 MB
11. Advanced Vision Techniques Face Detection/4. Project Coding Face Detection.mp4 32.19 MB
11. Advanced Vision Techniques Face Detection/5. Activity Face Detection.mp4 2.51 MB
11. Advanced Vision Techniques Face Detection/6. Activity Solution Face Detection.mp4 11.75 MB
12. Optional - Advanced Face Features Detection/1. About Advanced Face Feature Recognition.mp4 3.32 MB
12. Optional - Advanced Face Features Detection/2. Locate face position and area (part 1 of 2).mp4 25.07 MB
12. Optional - Advanced Face Features Detection/3. Locate face position and area (part 2 of 2).mp4 23.76 MB
12. Optional - Advanced Face Features Detection/4. Code to detect Face features eyes nose lips.mp4 25.89 MB
12. Optional - Advanced Face Features Detection/5. face features part 2.mp4 22.95 MB
12. Optional - Advanced Face Features Detection/6. face features part 3.mp4 25.22 MB
12. Optional - Advanced Face Features Detection/7. face features part 4.mp4 14.01 MB
12. Optional - Advanced Face Features Detection/8. Activity - draw all face features in blue.mp4 2.8 MB
12. Optional - Advanced Face Features Detection/9. Activity Solution.mp4 16.4 MB
13. Advanced Text Detection Techniques/1. About Project Text Detection.mp4 4.02 MB
13. Advanced Text Detection Techniques/2. Project text recog part 1.mp4 8.93 MB
13. Advanced Text Detection Techniques/3. Project text recog part 2.mp4 16.03 MB
13. Advanced Text Detection Techniques/4. Project text recog part 3.mp4 13.45 MB
13. Advanced Text Detection Techniques/5. Activity Text Recognition.mp4 1.83 MB
13. Advanced Text Detection Techniques/6. Solution Text Recognition.mp4 7.35 MB
13. Advanced Text Detection Techniques/7. Bonus code Character Recognition Template.mp4 23.63 MB
14. Object Tracking (advanced)/1. Demo Object Tracking Project.mp4 4.3 MB
14. Object Tracking (advanced)/2. Create Object Tracking Project and UI.mp4 11.61 MB
14. Object Tracking (advanced)/3. Program Video Camera Stream.mp4 29.91 MB
14. Object Tracking (advanced)/4. Coding the camera stream launch.mp4 20.34 MB
14. Object Tracking (advanced)/5. Capturing Data and Perform Tracking Request.mp4 29.81 MB
14. Object Tracking (advanced)/6. Coding the tracking request completion handler.mp4 24.37 MB
14. Object Tracking (advanced)/7. Program the object tracking launch.mp4 12.56 MB
14. Object Tracking (advanced)/8. Final Modifications.mp4 11.1 MB
14. Object Tracking (advanced)/9. Final Project Demo.mp4 4.95 MB
2. Optional - iOS Fundamentals/1. About this section - start iOS.mp4 8.09 MB
2. Optional - iOS Fundamentals/2. Download and install xcode for iOS 11.mp4 5.88 MB
2. Optional - iOS Fundamentals/3. Get the iOS developer license.mp4 11.76 MB
2. Optional - iOS Fundamentals/4. How to use a MAC on Windows PC or Linux.mp4 8.05 MB
2. Optional - iOS Fundamentals/5. How to install iOS 11 on your iPhone or iPad.mp4 8.13 MB
2. Optional - iOS Fundamentals/6. Use the Xcode interface.mp4 15.14 MB
2. Optional - iOS Fundamentals/7. Xcode configuration files.mp4 12.81 MB
3. Optional - Machine Learning Concepts/1. About this section - intro to ML.mp4 14.68 MB
3. Optional - Machine Learning Concepts/2. What is an Artificial Neuron - Neural Network.mp4 8.3 MB
3. Optional - Machine Learning Concepts/3. Parts of an Artificial Neural Network.mp4 8.72 MB
3. Optional - Machine Learning Concepts/4. Explanation - Convolutional Neural Network.mp4 7.03 MB
3. Optional - Machine Learning Concepts/5. Recurrent Neural Networks basics RNNs.mp4 13.55 MB
4. iOS Machine Learning With Photos/1. About this section - coreML with Photos.mp4 8.16 MB
4. iOS Machine Learning With Photos/10. Testing different ML models.mp4 18.51 MB
4. iOS Machine Learning With Photos/11. Exercise Models with Images input.mp4 1.72 MB
4. iOS Machine Learning With Photos/12. Solution Models with Images input.mp4 13.66 MB
4. iOS Machine Learning With Photos/14. Summary coreML Vision with Photos.mp4 2 MB
4. iOS Machine Learning With Photos/2. Demo of project using coreML on photos.mp4 4.15 MB
4. iOS Machine Learning With Photos/3. About ML model and Neural Networks.mp4 6.1 MB
4. iOS Machine Learning With Photos/4. Project Create the xcode project.mp4 9.41 MB
4. iOS Machine Learning With Photos/5. Project How to add ML models to xcode projects.mp4 19.02 MB
4. iOS Machine Learning With Photos/6. Project How to get pre-made ML models for iOS.mp4 15.73 MB
4. iOS Machine Learning With Photos/7. Project How to use ML models with images (part 1).mp4 24.14 MB
4. iOS Machine Learning With Photos/8. Project How to use ML models with images (part 2).mp4 20.49 MB
4. iOS Machine Learning With Photos/9. Project Programming the VN request callback method.mp4 13.53 MB
5. coreML All about custom models/1. About this section - model conversion.mp4 13.46 MB
5. coreML All about custom models/2. Project Finding custom ML models.mp4 15.52 MB
5. coreML All about custom models/3. Project Converting ML models get Anaconda IDE.mp4 12.49 MB
5. coreML All about custom models/4. Installing Python libraries for core ML.mp4 12.1 MB
5. coreML All about custom models/5. Installing Caffe tools for core ML conversion.mp4 41.43 MB
5. coreML All about custom models/6. Project Converting scikit model to core ml mlmodel format.mp4 33.49 MB
6. CoreML with Data Set models/1. Introduction to Working with Data sets.mp4 3.46 MB
6. CoreML with Data Set models/2. Project Create xcode project and add iris model.mp4 2.67 MB
6. CoreML with Data Set models/3. Project ML dataset project User Interface.mp4 27.05 MB
6. CoreML with Data Set models/4. Project Properties and picker delegate methods.mp4 26.15 MB
6. CoreML with Data Set models/5. Project Pickerview data source methods.mp4 10.35 MB
6. CoreML with Data Set models/6. Project Coding prediction for data sets.mp4 21.69 MB
6. CoreML with Data Set models/7. Project Code improvements.mp4 22.71 MB
6. CoreML with Data Set models/8. Important data set models information.mp4 11.6 MB
7. Project coreML with Video Camera/1. About CoreML with Video Camera.mp4 2.08 MB
7. Project coreML with Video Camera/2. Project Create xcode project and add VGG16 model.mp4 4.37 MB
7. Project coreML with Video Camera/3. Project Building the user interface.mp4 9.72 MB
7. Project coreML with Video Camera/4. Project Video Stream variables setup.mp4 14.23 MB
7. Project coreML with Video Camera/5. Project Program camera feed.mp4 20.18 MB
7. Project coreML with Video Camera/6. Project Capture image from video stream for ML model.mp4 21.07 MB
7. Project coreML with Video Camera/7. Project Programming the ML prediction launch.mp4 16.06 MB
7. Project coreML with Video Camera/8. Project Processing the ML model output.mp4 16.74 MB
7. Project coreML with Video Camera/9. Testing the live camera feed with VGG model.mp4 34.79 MB
8. END iOS coreML fundamentals/1. Congratulations.mp4 7.67 MB
9. Optional - Going the extra mile/1. Adding converted model metadata.mp4 16.36 MB
9. Optional - Going the extra mile/2. Get a PixelBuffer from a UIImage.mp4 9.41 MB
9. Optional - Going the extra mile/3. UIImage PixelBuffer extension (part 1).mp4 21.78 MB
9. Optional - Going the extra mile/4. UIImage PixelBuffer extension (part 2).mp4 21.04 MB
9. Optional - Going the extra mile/5. coreML prediction using UIImage PixelBuffer.mp4 11.39 MB
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