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Machine Learning for Flutter The Complete Guide - Flutter ML

 

Machine Learning for Flutter The Complete Guide - Flutter ML

TensorFlow lite & Firebase ML Kit use in Flutter , Train ML Models for Flutter ,15+ Flutter Android and IOS Applications

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What you'll learn

  • Use of Machine learning models with images from gallery and camera in Flutter
  • Use of Machine Learning models with live camera footage in Flutter
  • Use of Tensorflow lite models in Flutter
  • Training Machine Learning models for Flutter Applications
  • How to integrate Firebase ML Kit in Flutter Applications
  • Live Feed Image classification and Object Detection in Flutter
  • Image Segmentation and Pose Estimation in Flutter
  • Using Regression models in Flutter applications
  • Image labeling and Barcode scanning in Flutter
  • Text Recognition and Face Detection in Flutter
  • Text Translation and Language identification in Flutter
  • Building Machine learning based Realtime Flutter Applications
  • Machine Learning models use in Flutter to build Smart Android and IOS Applications

Important Notice: The course is recorded again completely and new sections are also added in November 2022. As previously it got outdated due to new Flutter releases so the rating is a little bit low but I am hoping it will regain its rating again. So feel free to enroll now as everything is 100% updated.

Welcome to the Machine Learning use in Flutter The Complete Guide - Flutter ML course.

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 2.0 ( 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.

What we will cover in this course?

  1. Learning the use of existing machine learning models in Flutter (Android and IOS) applications
  2. Learn to train your own custom machine-learning models and build Flutter applications
  3. Choosing images from the gallery ad capturing images using the camera  in Flutter
  4. Displaying live camera footage and fetching frames of live camera footage in Flutter
  5. Image classification with images and live camera footage in Flutter (Android and IOS)
  6. Object Detection with Images and Live Camera footage in Flutter (Android and IOS)
  7. Image Segmentation to make images transparent in Flutter (Android and IOS)
  8. Use of regression models in Flutter (Android and IOS)
  9. Image Labeling Flutter to recognize different things
  10. Barcode Scanning in Flutter to scan barcodes and QR codes
  11. Pose Estimation in Flutter to detect human body joints
  12. Text Recognition in Flutter to recognize text in images
  13. Text Translation in Flutter to translate between different languages
  14. Face Detection in Flutter to detect faces, facial landmarks, and facial expressions
  15. Training image classification models for Flutter (Android and IOS) applications
  16. Retraining existing machine learning models with transfer learning for Flutter (Android and IOS) applications
  17. Using our custom machine learning models in Flutter (Android and IOS) applications
Online Course CoupoNED based Analytics Education Company and aims at Bringing Together the analytics companies and interested Learners.