Tensorflow lite for Flutter Smart Mobile app development

Do you want to build Machine Learning based Android and IOS applications?

Then welcome to ” Tensorflow lite for Flutter, Smart App Development course “

This course will teach you to build powerful ML -based Flutter applications using Tensorflow lite models.

Starting from learning the basics of Tensorflow lite you will learn the use of popular pre-trained models for Building

• Image Classification (Using images or live camera footage) for Android and IOS
• Object Detection (Using images or live camera footage) for Android and IOS
• Pose Estimation (Using images or live camera footage) for Android and IOS
• Image Segmentation for Android and IOS

applications.

Then we will learn to analyze and use regression models in Google Flutter (Dart) and build a couple of applications including

• Basic Example for Android and IOS
• Fuel Efficiency predictor for vehicles for Android and IOS

After that, we will explore some platforms to train image classification models without knowing any background knowledge of Machine learning.

• So we will learn to get the dataset from Kaggle. After that, we will train the model to recognize different breeds of dogs and build a Flutter (Dart) application for that model.
• Then using a technique called transfer learning we will retrain the mobile net model on our Fruit dataset and build a Google Flutter (Dart) application for that model.

After taking this course you will be able to

• use pre-trained ML (Machine Learning) models in Google Flutter (Dart)
• train your own Image classification models
• 10+ powerful ML (Machine Learning) -based Google  Flutter (Dart) Applications to empower your Resume

So this course will

• boost your mobile app development career
• give your company a huge competitive advantage

The underlying motivation for this course is that you can use

• ML (Machine Learning) models in your own application
• Impress potential employers with your Google Flutter (Dart) ML abilities

Who this course is for:

• Beginner Flutter developer with little knowledge of mobile app development in Google Flutter
• Intermediate Flutter developer wanted to build a powerful Machine Learning-based application in Google Flutter
• Experienced Google Flutter developers wanted to use Machine Learning models inside their applications.
• Anyone who took a basic Google flutter mobile app development course before (like flutter app development course by angela yu or other such courses)