Liveness Detection in Flutter

Question

I have an app for attendance that is based on a facial recognition system. I want to implement liveness detection or antispoofing. I found some models and solutions but none of these solutions work in offline mode (no internet mode). My app works in offline mode without internet.

I made my app in the Flutter framework and I am using ML Kit. If anyone has any idea how to do it or has any solution or code regarding this issue. It will be very helpful to me.

ML Kit does not support face recognition. It only supports face detection. It doesn't support liveness detection either. — Dong Chen, Jun 24 '22 at 17:16
@DongChen so is there any other option for this that will work in offline mode. — Hassan Gujjar, Jun 25 '22 at 05:59
Sorry, I'm not an expert on this. You can wait for others to comment on this or search for possible options online. — Dong Chen, Jul 04 '22 at 20:38
@HassanGujjar Hi hassan did you get solution of liveness detection.? — Sabahat Hussain Qureshi, Nov 23 '22 at 07:16

score 0 · Answer 1 · answered Oct 17 '22 at 04:52

you have to use tflite dependency to achieve live face recognition in flutter. you can use below link to refer more about tflite. which is using to recognize live camera faces.

https://pub.dev/packages/tflite

And for offline mode you have to implement PWA(progressive web app) to your flutter app. use below document to implement pwa to your flutter app. Note : pwa only works with https. so you can make build your flutter app using firebase to make your app secured

https://medium.flutterdevs.com/progressive-web-app-flutter-62c7dea05fc5

Liveness Detection in Flutter

1 Answers1