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Flutter Artificial Intelligence Course – Build 15+ AI Apps

Learn Flutter 2.0 Android & iOS Machine Learning & Deep Learning with TensorFlow Lite & Make 15+ Apps - Complete Guide
Instructor:
Coding Cafe
607 students enrolled
English [Auto]
Flutter Deep Learning
Flutter Machine Learning
Flutter Artificial Intelligence
Skills and Techniques to develop any Artificial Intelligence idea into a mobile phone app
Implementing (NLP) Natural Language Processing Algorithm for Mobile Apps Development
Implementing (CNN) Convolutional Neural Network for Mobile Apps Development
Optical Character Recognition
Understanding of Different Types of Neural Networks & How you can use them
you will learn and make 15+ Ai Apps
and Much more.

In this course you will learn how to make your own Artificial Intelligence Apps using Flutter (Android+iOS) with TensorFlow Lite.

We will develop 15+ AI Apps with Flutter using TensorFlow Machine Learning and Deep Learning Concepts. In this course you will also learn how to train a model/machine for your apps. And how to import and use these trained models after training in your flutter app (android+iOS app).

This is a complete step by step course. At the end of this course you will be able to make your own Ai, Deep Learning and Machine Learning Apps for the Android Smart Phones and iOS [iPhones] using Flutter SDK with TensorFlow Lite.

TensorFlow Lite is an open source deep learning framework for on-device inference. See the guide. Guides explain the concepts and components of TensorFlow Lite.

TensorFlow Lite is a set of tools to help developers run TensorFlow models on mobile, embedded, and IoT devices. It enables on-device machine learning inference with low latency and a small binary size.

Among these 15+ Apps we will also develop 3 additional apps using Firebase Machine Learning Kit which is also known as Firebase ML Kit.

Deep learning is an AI function that mimics the workings of the human brain in processing data for use in detecting objects, recognizing speech, translating languages, and making decisions. Deep learning AI is able to learn without human supervision, drawing from data that is both unstructured and unlabeled.

Machine learning (ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values.

Introduction

1
Course Introduction

Complete Setup -- Download & Install Flutter SDK

1
For Windows users - Flutter 2.0 Setup
2
For MAC Users - Flutter 2.0 Setup

Cat vs Dog Detector App

1
Creating Project and Installing Dependences
2
Adding SplashScreen
3
Creating Home Page
4
Home Page Design - Completed
5
Downloading Dataset and Perform Training on Dataset - Get Trained Model
6
Adding TFlite Functions
7
Creating Functions for Capturing Image and Pick Image from Gallery
8
Completing App and Texting the App
9
Source Code Files

Face Mask Detection App

1
create new project
2
Add Splash Screen
3
Implement Live Camera Feature
4
Add and Load TfLite Model for Face Mask Detection
5
Run Model on Camera Stream Frames
6
Finishing the App and Testing the App
7
Source Code Files

Cats Breed Identifier App

1
Ceating and Setting up the project
2
Completing the SplashScreen
3
Completing the Home Page Design
4
Creating Funtions for Uploading and Capturing Photos
5
Download Model and Training it
6
Installing Tflite and ImagePicker
7
Adding Image Recognition Funtions and Testing our App
8
Source Code Files

Flower Types Identifier App

1
Setup the Project & Everything
2
Installing TfLite in our App
3
Downloading our Dataset and Training our Model
4
Creating Funtions and Testing our app
5
Source Code Files

Avengers Characters Recogniser App

1
Setup the Project || Ui & Everything
2
Download Dataset and Training our Model
3
Installing TfLite in our application
4
Creating Funtions and Testing our App
5
Source Code Files

Image Captions Generator App - ((NLP) Natural Language Processing Algorithm)

1
Create and Setting up Project
2
Add Splash Screen
3
HomeScreen part 1
4
HomeScreen part 2
5
HomeScreen part 3
6
Implement Capture Image and Pick image from Gallery Functions
7
Create API Service
8
Get Image Caption Predictions Response from API
9
Calling the getResponse Function
10
Implement Live Camera Stream Function
11
Finalising the App and Testing the App
12
Source Code Files

Live Object Detection App

1
Create and Setup New Project
2
Install Required Packages
3
Implement Live Camera Function
4
Add Object Detection Model to our Project
5
Load Model into our Flutter Project
6
Run Model on Stream Frame
7
Implement Boxes Around Detected Objects Function
8
Finishing the App and Testing the App
9
Source Code Files

Pose Estimation App

1
Create and Setup Project
2
Add Splash Screen
3
Create Home Page
4
Implement Live Camera Function
5
Add Model and Load Model
6
Run Model on Stream Frame
7
Finish the App and Testing the App
8
Source Code Files

Jarvis Objects Recogniser App - (Convolutional Neural Network (CNN) Algorithm)

1
Create Project & Setup Everything
2
Add Splash Screen
3
Create Home Page
4
Initialise Live Camera
5
Implement Live Camera Function
6
Add Model in our Project and Load Model
7
Run Model on Camera Stream Frames
8
Finish the App and Testing the App
9
Source Code Files

Dogs Breed Identifier App

1
Create and Setup New Project
2
Splash Screen
3
Implement Live Camera Feature for Dogs Breed Recognition
4
Load Model and Run Model for Dog's Breed Live Identification
5
Finishing the App and Testing the App
6
Source Code Files

Fruits Recogniser App

1
Create New Project and Installing Dependencies
2
Splash Screen
3
Implement Live Camera Feature
4
Load Model and Run Model
5
Finishing the App and Testing the App

Image to Text Converter App - (Google ML Vision)

You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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Certificate of Completion
Flutter Artificial Intelligence Course – Build 15+ AI Apps
Category:
Development
Teacher
Daniel W
Price:
$29.98 $24
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