Face Recognition & Detection in Flutter – The 2024 Guide
Face Recognition & Detection in Flutter – The 2024 Guide, available at $19.99, has an average rating of 4.39, with 56 lectures, based on 88 reviews, and has 425 subscribers.
You will learn about Use of Face Recognition & Face Detection Models in Flutter With Both Images & Videos Build Face Recognition & Detection based Security & Attendance Systems In Flutter For both Android & IOS Build Face Recognition based Flutter Applications without Any Paid Facial Recognition Service Use of FaceNet and Mobile FaceNet models in Flutter Use of Tensorflow Lite models in Flutter for Performing On-Device Face Recognition Learn to Store Faces in Database for Registration in Flutter Use of Google ML Kit library in Flutter for Face Detection This course is ideal for individuals who are Beginner Flutter Developers want to Build Face Recognition & Detection Based Flutter Applications or Intermediate Flutter App Developers who want to build complete Face Recognition System in Flutter or Expert Flutter Developers who want to increase their Skillset or Anyone who want to build Face Recognition & Detection based smart Flutter Applications for Android & IOS It is particularly useful for Beginner Flutter Developers want to Build Face Recognition & Detection Based Flutter Applications or Intermediate Flutter App Developers who want to build complete Face Recognition System in Flutter or Expert Flutter Developers who want to increase their Skillset or Anyone who want to build Face Recognition & Detection based smart Flutter Applications for Android & IOS.
Enroll now: Face Recognition & Detection in Flutter – The 2024 Guide
Summary
Title: Face Recognition & Detection in Flutter – The 2024 Guide
Price: $19.99
Average Rating: 4.39
Number of Lectures: 56
Number of Published Lectures: 56
Number of Curriculum Items: 56
Number of Published Curriculum Objects: 56
Original Price: $109.99
Quality Status: approved
Status: Live
What You Will Learn
- Use of Face Recognition & Face Detection Models in Flutter With Both Images & Videos
- Build Face Recognition & Detection based Security & Attendance Systems In Flutter For both Android & IOS
- Build Face Recognition based Flutter Applications without Any Paid Facial Recognition Service
- Use of FaceNet and Mobile FaceNet models in Flutter
- Use of Tensorflow Lite models in Flutter for Performing On-Device Face Recognition
- Learn to Store Faces in Database for Registration in Flutter
- Use of Google ML Kit library in Flutter for Face Detection
Who Should Attend
- Beginner Flutter Developers want to Build Face Recognition & Detection Based Flutter Applications
- Intermediate Flutter App Developers who want to build complete Face Recognition System in Flutter
- Expert Flutter Developers who want to increase their Skillset
- Anyone who want to build Face Recognition & Detection based smart Flutter Applications for Android & IOS
Target Audiences
- Beginner Flutter Developers want to Build Face Recognition & Detection Based Flutter Applications
- Intermediate Flutter App Developers who want to build complete Face Recognition System in Flutter
- Expert Flutter Developers who want to increase their Skillset
- Anyone who want to build Face Recognition & Detection based smart Flutter Applications for Android & IOS
Welcome to an exhilarating journey of mastering Face Recognition and Face Detection Models in Flutter! This comprehensive course empowers you to seamlessly integrate facial recognition & detection into your Flutter apps, harnessing the power of both images and live camera footage.
Face recognition has become a pivotal technology used across various industries:
– Security agencies employ it for identifying and tracking criminals.
– Companies utilize it to monitor employee activities.
– Educational institutions leverage it for streamlined attendance tracking.
In this course, you’ll acquire the skills to integrate diverse face recognition models into Flutter App Development, enabling you to create intelligent and robust applications for both Android and iOS.
Course Highlights:
Understanding the Basics:
Embark on your journey by grasping the fundamental principles behind face recognition models. Explore the two core components of a face recognition system:
1. **Face Registration:**
– Learn to register faces through image scans or live camera footage in Flutter.
– Capture and store faces along with user-assigned names in a database in Flutter.
2. **Face Recognition:**
– Dive into the process of recognizing registered faces in flutter.
– Utilize face recognition models to compare scanned faces with registered ones in flutter.
Image Handling in Flutter:
Discover essential techniques for handling images in Flutter, including:
– Choosing Images from Gallery in Flutter
– Capturing Images using Camera in Flutter
These skills are crucial for passing images to face recognition models within your Flutter application.
Face Recognition With Images in Flutter:
Build your first face recognition application in Flutter, allowing users to:
– Register faces
– Recognize faces
Utilize two distinct models for face recognition in Flutter:
1. FaceNet Model
2. Mobile FaceNet Model
Real-time Face Recognition:
Advance to real-time face recognition flutter applications, registering and recognizing faces using live camera footage frames. Learn to:
– Display live camera footage in Flutter
– Process frames one by one with face recognition models in Flutter
– Achieve real-time recognition and registration in Flutter
TensorFlow Lite Integration:
Master the integration of face recognition models in Flutter using TensorFlow Lite. Explore why TensorFlow Lite is the ideal format for implementing machine learning models in mobile applications.
Face Detection:
In face recognition applications before recognizing faces we need to detect faces from images or frames of live camera footage. So for detecting those faces, we are going to use the face detection model of the ML Kit library in Flutter. So in this course, you will also learn to perform face detection in flutter with both images & live camera footage.
Course Outcomes:
Upon completion of this course:
– Integrate Face Recognition & Detection models in Flutter with both Images and live camera footage
– Implement Face Recognition-based authentication in Flutter Applications
– Construct fully functional Face Recognition-based security and attendance systems in Flutter
In essence, this course serves as a comprehensive guidebook for mastering face recognition in Flutter app development. Don’t miss out on this opportunity to acquire a skill that truly matters. Join the course now and unlock the potential of Face Recognition in Flutter!
Course Curriculum
Chapter 1: Introduction
Lecture 1: Face Recognition & Detection in Flutter – 2024 Guide
Lecture 2: How Face Recognition is Performed in Flutter
Chapter 2: Setup for MacOS
Lecture 1: Install the Flutter SDK
Lecture 2: Install Android Studio
Lecture 3: Install and Setup XCode
Lecture 4: Creating A Flutter Project and Installing in IOS Simulator
Lecture 5: Install the Android Emulator
Chapter 3: Setup for Windows
Lecture 1: Installing Flutter on Windows
Lecture 2: Installing Android Studio
Lecture 3: Creating Android Virtual Device
Chapter 4: Choosing or Capturing Images in Flutter
Lecture 1: Creating a new Flutter Project and Creating Application GUI
Lecture 2: Adding Libraries and setting configurations for Android & IOS in Flutter
Lecture 3: Choosing Images From Gallery In Flutter
Lecture 4: Capturing Images using Camera in Flutter
Lecture 5: Image Picker Flutter Overview
Chapter 5: Face Detection With Images in Flutter
Lecture 1: Section Introduction
Lecture 2: Setting up face detection & recognition flutter project
Lecture 3: What we have done so far in Flutter
Lecture 4: Adding Face Detection Library in Flutter
Lecture 5: Setup for IOS in Flutter
Lecture 6: Setup for Android in Flutter
Lecture 7: Performing Face Detection In Flutter With images
Lecture 8: Drawing rectangles around detected faces in Flutter
Lecture 9: Flutter Face Detector Painter class
Chapter 6: Face Recognition With Images In Flutter
Lecture 1: Cropping detected faces in Flutter
Lecture 2: Adding face recognition models & libraries in Flutter
Lecture 3: Passing faces to face recognition model and getting face embedding in Flutter
Lecture 4: Registering faces in Flutter Application
Lecture 5: Face Registration Dialogue in Flutter
Lecture 6: Performing Face Recognition in Flutter
Lecture 7: Drawing recognitions on screens with faces in Flutter
Lecture 8: Validating Recognitions in Flutter
Chapter 7: Using Tensorflow Lite Models in Flutter for Face Recognition
Lecture 1: Loading Tensorflow lite models in Flutter
Lecture 2: Passing Input to the tflite models and getting the outputs in Flutter
Chapter 8: Storing Registered Faces In Database in Flutter
Lecture 1: Creating database and loading data in Flutter
Lecture 2: Registering new faces in database in Flutter
Lecture 3: Comparing face embeddings and getting recognitions in Flutter
Lecture 4: Using FaceNet model in Flutter
Chapter 9: Displaying Live Camera Footage In Flutter
Lecture 1: Creating a new Flutter project and adding libraries
Lecture 2: Displaying Live Camera Footage in Flutter
Lecture 3: Live Feed Flutter Application Demo
Lecture 4: Camera Package Flutter Overview
Chapter 10: Realtime Face Detection In Flutter
Lecture 1: Realtime Face Detection In Flutter
Lecture 2: Setting up the flutter project for realtime face recognition application
Lecture 3: What we have done so far in Flutter
Lecture 4: Getting frames of live camera footage in Flutter
Lecture 5: Switching camera directions in Flutter
Lecture 6: Performing face detection in Flutter with live camera footage
Lecture 7: Drawing rectangles around detected faces in realtime in Flutter
Lecture 8: Flutter Face Detector Painter
Chapter 11: Realtime Face Recognition In Flutter
Lecture 1: Cropping detected faces from frames of live camera footage in Flutter
Lecture 2: Loading face recognition models in Flutter
Lecture 3: Registering faces in Realtime Face Recognition Flutter application
Lecture 4: Performing face recognition in Flutter with live camera footage
Lecture 5: Validating recognition of tflite models in Futter
Lecture 6: Realtime face recognition flutter application overview
Instructors
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Mobile ML Academy by Hamza Asif
ML & AI based Flutter, Android, IOS & React Native Courses
Rating Distribution
- 1 stars: 2 votes
- 2 stars: 0 votes
- 3 stars: 7 votes
- 4 stars: 35 votes
- 5 stars: 44 votes
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