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