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The Machine Learning use in Flutter, The Complete Guide is open to all, with no formal entry requirements. All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and to be over the age of 16.
|Unit 01: Introduction|
|Module 01: Course Curriculum||00:02:00|
|Unit 02: Image Picker and Camera Libraries|
|Module 01: Image Picker Library for Flutter App Development||00:13:00|
|Module 02: Flutter Image Picker Application Testing||00:01:00|
|Module 03: Camera Package Setup for Flutter||00:04:00|
|Module 04: Flutter Camera Package Code||00:08:00|
|Unit 03: Firebase ML Kit|
|Module 01: Firebase ML kit section Introduction||00:01:00|
|Module 02: Firebase ML Kit introduction||00:02:00|
|Unit 04: Image Labeling using ML Kit|
|Module 01: Flutter Image Labeling Section Introduction||00:02:00|
|Module 02: Importing Starter code for image labeling||00:03:00|
|Module 03: Image labeling starter code explanation||00:06:00|
|Module 04: Creating firebase project for image labeling||00:06:00|
|Module 05: Adding Firebase ML Vision library in Flutter Application||00:10:00|
|Module 06: Testing Firebase Image labeling application||00:01:00|
|Module 07: Importing Image Labeling live feed application starter code||00:03:00|
|Module 08: Flutter Camera Package Code||00:06:00|
|Module 09: Flutter Image Labeling live feed application code||00:08:00|
|Module 10: Flutter Image labeling live feed application testing||00:01:00|
|Unit 05: Section Barcode Scanning|
|Module 01: Flutter Barcode Scanning Section Introduction||00:02:00|
|Module 02: Importing Starter code for Flutter Barcode Scanning||00:03:00|
|Module 03: Flutter Barcode Scanning code||00:11:00|
|Module 04: Flutter Barcode Scanning Application Testing||00:01:00|
|Module 05: Flutter Barcode Scanning Live Feed Application code||00:08:00|
|Module 06: Flutter Barcode Scanning Live feed Application Testing||00:01:00|
|Unit 06: Section Text Recognition|
|Module 01: Flutter Text Recognition Section Introduction||00:01:00|
|Module 02: Importing Starter code for Flutter Text Recognition||00:03:00|
|Module 03: Writing Flutter Text Recognition Code||00:09:00|
|Module 04: Testing Flutter Text Recognition Application||00:01:00|
|Unit 07: Section Face Detection|
|Module 01: Flutter Face Detection Section Introduction||00:02:00|
|Module 02: Flutter Face Detection Application Flow||00:01:00|
|Module 03: Flutter Face Detection code||00:06:00|
|Module 04: Flutter drawing rectangles around detected faces||00:05:00|
|Unit 08: Pretrained Tensorflow lite models|
|Module 01: Pretrained Tensorflow lite models Section Introduction||00:02:00|
|Unit 09: Section Image Classification|
|Module 01: Flutter Image classification Section introduction||00:02:00|
|Module 02: Importing Starter code for Flutter Image classification application||00:03:00|
|Module 03: Starter code explanation for Flutter Image classification||00:06:00|
|Module 04: Writing flutter image classification code||00:13:00|
|Module 05: Testing flutter image classification application||00:02:00|
|Module 06: Importing Flutter live feed Image classification application starter code||00:03:00|
|Module 07: Starter code explanation of Flutter Live feed Image classification application||00:00:00|
|Module 08: Writing Flutter Image classification code||00:11:00|
|Module 09: Testing live feed image classification flutter application||00:01:00|
|Unit 10: Section object detection|
|Module 01: Flutter Object detection section introduction||00:02:00|
|Module 02: Importing Application code object detection flutter||00:05:00|
|Module 03: Flutter Object detection code||00:13:00|
|Module 04: Flutter Drawing Rectangles around detected objects||00:04:00|
|Module 05: Importing the code for live feed object detection flutter application||00:02:00|
|Module 06: Testing object detection live feed flutter application||00:01:00|
|Module 07: Flutter Live feed object detection application code||00:10:00|
|Unit 11: Section human pose estimation|
|Module 01: Flutter Pose estimation section introduction||00:02:00|
|Module 02: Importing Flutter Pose estimation Application code||00:04:00|
|Module 03: Flutter Pose estimation code||00:10:00|
|Module 04: Importing pose estimation live feed flutter application code||00:02:00|
|Module 05: Flutter Live feed pose estimation application demo||00:01:00|
|Module 06: Using PoseNet model for Flutter Live feed pose estimation application||00:08:00|
|Unit 12: Image segmentation section|
|Module 01: Flutter Image Segmentation Section Introduction||00:02:00|
|Module 02: Importing Flutter Image Segmentation Application code||00:03:00|
|Module 03: Flutter using DeepLab model for image segmentation||00:09:00|
|Unit 13: Section Training Image Classification Models|
|Module 01: Section Introduction||00:02:00|
|Module 02: Machine Learning and Image classification||00:02:00|
|Unit 14: Dog Breed Classification|
|Module 01: Flutter getting the dataset for model training||00:05:00|
|Module 02: Flutter Training the model||00:06:00|
|Module 03: Flutter Dog Breed Classification Application||00:18:00|
|Module 04: Flutter Live feed dog breed classification application||00:03:00|
|Module 05: Testing live feed dog breed classification application||00:01:00|
|Unit 15: Fruits Recognition using Transfer Learning|
|Module 01: Transfer learning introduction||00:02:00|
|Module 02: Flutter getting the dataset for model training||00:05:00|
|Module 03: Flutter Training fruit recognition model||00:09:00|
|Module 04: Flutter Testing Live feed fruits recognition application||00:01:00|
|Assignment – Machine Learning use in Flutter, The Complete Guide||00:00:00|
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