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



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

Tensorflow lite

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

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.


If you’re interested in contributing, please let me know emailing me to [email protected]


1- Clone the project:

git clone

2- Open the folder:

cd FaceRecognitionAuth

3- Install dependencies:

flutter pub get

Run in iOS directory

pod install

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

flutter run

To run on iOS you need to have a developer account. See here


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