TensorFlow lite & ML Kit use in Flutter, Train ML Models for Flutter ,Build 20+ Flutter Android and IOS Applications.
Author: Hamza Asif
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DESCRIPTION
Welcome to the Machine Learning use in Flutter The Complete 2023 Guide.
Covering all the fundamental concepts of using ML models inside Flutter applications, this is the most comprehensive Google Flutter ML course available online.
The important thing is you don’t need to know background working knowledge of Machine learning and computer vision to use ML models inside Flutter ( Dart ) and train your custom machine, learning models.
Starting from a very simple example course will teach you to use advanced ML models in your Flutter ( Android & IOS ) applications. So after completing this course you will be able to use both simple and advanced Tensorflow lite models along with a Firebase ML Kit in your Flutter ( Android & IOS ) applications. So a complete computer vision package for Flutter.
WHO IS THIS COURSE FOR:
- Anyone who took a Basic Flutter course before
- Beginner Flutter Developer curious about Machine learning and computer vision use in Flutter
- Experienced Professionals want to add ML models to their Flutter Applications
- App developers want to learn the use of Machine learning in their Flutter Applications
- Intermediate Flutter developers looking to enhance their skillset
REQUIREMENTS
- A little Knowledge of App Development in Flutter
WHAT WILL YOU LEARN
- Learn the Use of Machine Learning & Computer Vision in Flutter
- Train Machine Learning Models on your Custom Datasets
- Use Pre-Trained Tensorflow Lite Models in Flutter
- Train Custom Models for Object Detection
- Train Custom Models for Image Classification
- Use Computer vision models with both images & Live Camera Footage
- Text Recognition In Flutter
- Face & Facial Landmarks, contours & expression detection in Flutter
- Text Translation in Flutter
- Human Pose Estimation in Flutter
- Image Labeling / Image Classification in Flutter
- Object Detection in Flutter
- Recognize handwritten text / Digital Ink Recognition in Flutter
- Smart Reply in Flutter
- Entity Extraction in Flutter
- Barcode Scanning in Flutter
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