Flutter Guide - Face Recognition and Detection in Flutter

Overview The course provides a comprehensive introduction to integrating face recognition and detection capabilities into Flutter applications. Through detailed lessons …

Flutter Guide - Face Recognition and Detection in Flutter

Flutter Guide - Face Recognition and Detection in Flutter

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Flutter Guide – Face Recognition and Detection in Flutter Overview

The course provides a comprehensive introduction to integrating face recognition and detection capabilities into Flutter applications. Through detailed lessons and practical projects, participants will learn how to implement image capturing, face detection, and face recognition using Flutter and TensorFlow Lite models. The course also covers advanced topics such as real-time face recognition and storing registered faces in a database, making it a complete guide for developers looking to enhance their Flutter applications with cutting-edge facial recognition technology.

Learning Outcomes

  • Understand the basics of Flutter and its application in face recognition and detection.
  • Learn how to choose or capture images within Flutter apps.
  • Implement face detection with static images in Flutter.
  • Integrate face recognition functionalities using Flutter.
  • Use TensorFlow Lite models for face recognition in Flutter.
  • Store registered faces in a database within Flutter applications.
  • Display live camera footage in Flutter apps.
  • Develop real-time face detection capabilities in Flutter.
  • Implement real-time face recognition in Flutter applications.
  • Gain proficiency in building and deploying Flutter apps with advanced face recognition features.

Who Is This Course For

This course is designed for Flutter developers who want to integrate face recognition and detection features into their applications. It is suitable for beginners with basic knowledge of Flutter, as well as experienced developers looking to expand their skills in advanced image processing and machine learning. The course is ideal for those interested in creating innovative and interactive mobile applications with facial recognition capabilities.

Eligibility Requirements

Participants should have a basic understanding of Flutter and mobile app development. No prior experience with face recognition or machine learning is required, but familiarity with these concepts will be beneficial. This course is open to all individuals eager to learn and implement face recognition and detection in Flutter applications.

Entry Requirements

  • Age Requirement: Applicants must be aged 16 or above, allowing both young learners and adults to engage in this educational pursuit.
  • Academic Background: There are no specific educational prerequisites, opening the door to individuals from diverse academic histories.
  • Language Proficiency: A good command of the English language is essential for comprehension and engagement with the course materials.
  • Numeracy Skills: Basic numeracy skills are required to effectively understand and work with course-related information. 

Why Choose Us

  • Affordable, engaging & high-quality e-learning study materials;
  • Tutorial videos/materials from the industry-leading experts;
  • Study in a user-friendly, advanced online learning platform;
  • Efficient exam systems for the assessment and instant result;
  • The UK & internationally recognised accredited
  • Access to course content on mobile, tablet or desktop from anywhere, anytime;
  • The benefit of career advancement opportunities;
  • 24/7 student support via email.

Career Path

Completing this course can significantly enhance your career prospects in the mobile app development industry. You can pursue roles such as mobile app developer, Flutter developer, machine learning engineer, or software engineer. With the skills acquired, you can work in tech companies, startups, or as a freelance developer, creating advanced mobile applications with face recognition and detection features.

Course Curriculum

Introduction
Face Recognition & Detection in Flutter 00:03:00
How Face Recognition is Performed in Flutter 00:08:00
Choosing Or Capturing Images In Flutter
Creating a new Flutter Project and Creating Application GUI 00:11:00
Adding Libraries and setting configurations for Android & IOS in Flutter 00:07:00
Choosing Images From Gallery In Flutter 00:08:00
Capturing Images using Camera in Flutter 00:03:00
Image Picker Flutter Overview 00:02:00
Face Detection With Images In Flutter
Setup for IOS in Flutter 00:04:00
Setup for Android in Flutter 00:02:00
Performing Face Detection In Flutter With images 00:12:00
Drawing rectangles around detected faces in Flutter 00:09:00
Flutter Face Detector Painter class 00:05:00
Face Recognition With Images In Flutter
Cropping detected faces in Flutter 00:10:00
Adding face recognition models & libraries in Flutter 00:06:00
Passing faces to face recognition model and getting face embedding in Flutter 00:06:00
Registering faces in Flutter Application 00:07:00
Face Registration Dialogue in Flutter 00:02:00
Performing face recognition in Flutter with live camera footage 00:08:00
Drawing recognitions on screens with faces in Flutter 00:10:00
Validating Recognitions in Flutter 00:06:00
Using Tensorflow Lite Models In Flutter For Face Recognition
Loading Tensorflow lite models in Flutter 00:05:00
Passing Input to the tflite models and getting the outputs in Flutter 00:08:00
Storing Registered Faces In Database In Flutter
Creating database and loading data in Flutter 00:06:00
Registering new faces in database in Flutter 00:02:00
Comparing face embeddings and getting recognitions in Flutter 00:05:00
Using FaceNet model in Flutter 00:05:00
Displaying Live Camera Footage In Flutter
Creating a new Flutter project and adding libraries 00:06:00
Displaying Live Camera Footage in Flutter 00:09:00
Live Feed Flutter Application Demo 00:01:00
Realtime Face Detection In Flutter
Setting up the flutter project for realtime face recognition application 00:03:00
What we have done so far in Flutter 00:06:00
Getting frames of live camera footage in Flutter 00:06:00
Switching camera directions in Flutter 00:03:00
Performing face detection in Flutter with live camera footage 00:05:00
Drawing rectangles around detected faces in realtime in Flutter 00:06:00
Flutter Face Detector Painter class 00:05:00
Realtime Face Recognition In Flutter
Cropping detected faces from frames of live camera footage in Flutter 00:04:00
Loading face recognition models in Flutter 00:03:00
Registering faces in Realtime Face Recognition Flutter application 00:05:00
Performing face recognition in Flutter with live camera footage 00:08:00
Validating recognition of tflite models in Futter 00:01:00
Realtime face recognition flutter application overview 00:05:00

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