FaceNetAuthentication

Simple face recognition authentication (Sign up + Sign in) written in Flutter using Tensorflow Lite and Firebase ML vision library.

Stack

Flutter

For help getting started with Flutter, view our online documentation, which offers tutorials, samples, guidance on mobile development, and a full API reference.

https://flutter.dev/

Tensorflow lite

TensorFlow Lite is an open source deep learning framework for on-device inference.

https://www.tensorflow.org/lite

Flutter + Tensrorflow lite = tflite_flutter package

TensorFlow Lite plugin provides a dart API for accessing TensorFlow Lite interpreter and performing inference. It binds to TensorFlow Lite C API using dart:ffi.

https://pub.dev/packages/tflite_flutter/install

Support

Currently, the project has only support for Android devices, if you’re interested in contribute to provide iOS support, please let me know emailing me to marcoscarlomagno1@gmail.com

Setup

1- Clone the project:

git clone https://github.com/MCarlomagno/FaceRecognitionAuth.git

2- Open the folder:

cd FaceRecognitionAuth

3- Install dependencies:

flutter pub get

4- Run on device (Check device connected or any virtual device running):

flutter run

Screenshots

Download face recognition app source code on GitHub

😀🤳 Simple face recognition authentication (Sign up + Sign in) written in Flutter using Tensorflow Lite and Firebase ML vision library.
https://github.com/MCarlomagno/FaceRecognitionAuth
194 forks.
389 stars.
37 open issues.

Recent commits:

• Merge pull request #58 from fnoceda/update_flutter_370refactor: update flutter 3.7.0, ml_kit 0.13.0, android 12 changes required include, GitHub
• refactor: update flutter 3.7.0, ml_kit 0.13.0, fnoceda
• Merge pull request #44 from Always-Bijoy/alwaysBijoyupdate null safety and fixed minor bug, GitHub
• face detection new version added 2, Always-Bijoy
• face detection new version added, Always-Bijoy