Flutter Face Recognition - Build Attendance & Security Apps (Udemy.com)
Build Face Detection & Recognition Apps in Flutter | Real-Time Camera Integration | AI Models | TFLite | iOS & Android
Created by: Mobile ML Academy by Hamza Asif
Last updated June 2025
What you will learn
- Build face recognition apps in Flutter using AI models like FaceNet and MobileFaceNet
- Perform face detection with Google ML Kit using both images and real-time camera feed
- Implement real-time face recognition in Flutter using the camera and TensorFlow Lite
- Capture and process images from gallery and camera in Flutter for face analysis
- Use TensorFlow Lite to integrate machine learning models in cross-platform mobile apps
- Develop face-based login and authentication systems for Android and iOS
- Store and manage registered faces with user names in a Flutter database
- Create intelligent attendance and security systems powered by face recognition
- Learn how to display and process live camera frames for real-time AI tasks
- Master end-to-end flow of AI-powered facial recognition in Flutter app development
How it compares
Against the other 149 rated Udemy courses in Mobile Development on CourseDuck:
- Rating4.2 out of 5higher than 13% of them
- Reviews159#77 of 150 by number of reviews
- Length5 hoursshorter than 67% of them
- Last updatedJune 2025more recently than 60% of them
Course Description
Update December 2024 – All libraries and code fully updated for the latest Flutter and TensorFlow Lite versions.
Unlock the power of AI and facial recognition in your mobile apps with this complete hands-on guide to Face Recognition in Flutter! Whether you're a beginner or intermediate Flutter developer, this course will take you from understanding the basics of face detection and recognition to building fully functional, real-world applications using TensorFlow Lite, ML Kit, and the device camera.
What You’ll Learn:
How Face Recognition Systems Work (Face Detection + Face Matching)
Face Registration and Storage using Images & Live Camera Input
Face Recognition using AI Models like FaceNet and Mobile FaceNet
Real-time Face Detection & Recognition in Flutter using Camera Plugin
Image Selection from Gallery & Camera Integration
Use of TensorFlow Lite Models for On-Device Processing
Face Detection using Google’s ML Kit in Flutter
Implementing Face-Based Authentication Systems
Build Real Apps for Security, Attendance, and User Verification
Real-World Applications You’ll Build:
Face Recognition Login App (Authentication via Camera)
Attendance Tracking App for schools and workplaces
Surveillance-Style App with real-time detection and recognition
Face Database Management with user registration & name mapping
Technologies & Tools Covered:
Flutter (Cross-platform mobile framework)
TensorFlow Lite (For running ML models on-device)
MobileFaceNet & FaceNet Models (Pre-trained models for recognition)
ML Kit Face Detection (Google's fast and reliable API)
Camera Plugin & Image Picker (Capture & load images easily)
Who Should Enroll?
Flutter Developers interested in integrating Machine Learning
AI Enthusiasts looking to build Face Recognition mobile apps
App Developers building secure login/authentication systems
Anyone interested in AI-powered camera apps with real-world utility
By the End of This Course, You Will Be Able To:
Build and deploy AI-powered Face Recognition apps on iOS & Android
Use TensorFlow Lite models in real-time with live camera footage
Detect and recognize faces in both images and video frames
Create face-based user verification and attendance apps
Master image input pipelines and real-time processing in Flutter
Don't miss this opportunity to master face recognition in Flutter, a must-have skill in today’s AI-driven mobile development landscape. Enroll now and start building powerful, intelligent apps that stand out!
Instructor Details
- 4.2 Rating
159 Reviews
Mobile ML Academy by Hamza Asif
Hi, I'm Hamza Asif.
I am passionate about teaching people the use of Machine Learning and AI in Android, IOS, and Flutter Applications. I have taught over 55,000 students in 170 countries worldwide.
I have extensive experience in Mobile App Development & Data Science.
My goal is to make you a great developer who can build ML & AI-powered NextGen applications.
If you are interested in Flutter App Development, I offer the following NextGen Flutter courses
Face Recognition and Detection in Flutter - The 2024 Guide
Machine Learning for Flutter - The Complete Flutter ML Guide
Build A Gallery App in Flutter With Circle To Search Feature
Train Object Detection & Image Classify models for Flutter
ChatGPT & Flutter -Build AI based Smart Apps in Flutter
Flutter & ML : Train Tensorflow Lite models for Flutter Apps
If you are interested in Android App Development using Java & Kotlin, I offer the following NextGen Android Courses
Face Recognition and Detection in Android- The 2024 Guide
Android & ML: Train Tensorflow Lite models for Android Apps
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Reviews
By Carlos Eduardo Pacheco on 10/4/2024
O curso em si faz o que e proposto, porém a dinâmica é confusa e boa parte das aulas tudo já está pronto, dando pouca noção ao espectador de como é realizado todo o procedimento
By Mailene Gabriela Alpuche Velazquez on 9/16/2024
Muy bueno, todo esta muy claro y los pasos son simples.
By Yuri Barduchi Robin on 8/23/2024
Era o que eu esperava, um passo a passo detalhado de como realizar reconhecimento facial e detecção de faces em Flutter. Um diferencial seria se aprofundar mais nas diferentes opções do Interpretador, na validação de velocidade do reconhecimento e na diferença entre modelos de IA usados, bem como um aprofundamento na conversão destes modelos.
By Marco Aurelio Velazquez Velazco on 7/4/2024
Excelente curso, todo muy claro y preciso.
By Mou Rani Biswas on 5/25/2024
Thank you letting us understand the other properties of Facial Recognition of ML kit. Great explanation.
By Thamizharaasan Chandran on 5/24/2024
It is really helpful Well explained
By Ronakumar Bhesaniya on 4/15/2024
some device not working and this code wrong recognize
By Muham'mad Ady Saputra on 2/19/2024
Its work and tutorial latest is easy to learn
By Shahzaib on 1/10/2024
Something i was looking for a long time
By Joel Achi on 1/3/2024
Yeah it was, I can't wait to get to the end of it
Quality Score
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Overall Score : 84 / 100











