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 | |||
Assignment – Machine Learning use in Flutter, The Complete Guide | 00:00:00 |
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