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authenticate-via-tensorflow-facial-recognition-in-flutter icon authenticate-via-tensorflow-facial-recognition-in-flutter

The power of machine learning allows us to change long-standing computing paradigms. One of these is the age-old password-based authentication system common to most apps. With fast real-time facial recognition, we can easily dispense with text-based verification and allow users to log in just by showing their faces to a webcam. In this session, we’ll show how to do this in Flutter, Google’s popular open-source UI toolkit for developing apps for web, Android, iOS, Fuchsia, and many other platforms with a single codebase. We’ll first build a simple authentication-based Android app, and then deploy the Firebase ML Vision model for face ID & image processing; as well as the MobileFaceNet CNN model through TensorFlow Lite for structured verification. Once all these parts are in place, our solution will work seamlessly and can easily be ported to other apps. Pre-requisites: ✅ Android Studio (https://developer.android.com/studio) — you can also use other IDEs/platforms if you’d rather not use Android - Flutter documentation below guides on the same. ✅ Flutter SDK (https://flutter.dev/docs/get-started/install) ----------------------------------------- To learn more about The Assembly’s workshops, visit our website, social media or email us at [email protected] Our website: http://theassembly.ae Instagram: http://instagram.com/makesmartthings Facebook: http://fb.com/makesmartthings Twitter: http://twitter.com/makesmartthings #TensorFlow #Flutter #MachineLearning

avalonia icon avalonia

Avalonia is a cross-platform XAML-based UI framework providing a flexible styling system and supporting a wide range of Operating Systems such as Windows via .NET Framework and .NET Core, Linux via Xorg, macOS

bcrypt.net icon bcrypt.net

BCrypt.Net - Bringing updates to the original bcrypt package

dopamine-windows icon dopamine-windows

Audio player which tries to make organizing and listening to music as simple and pretty as possible.

explore icon explore

A Flutter Web responsive website sample.

facerecognitionauth icon facerecognitionauth

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

flashy_tab_bar icon flashy_tab_bar

One another nice animated tabbar (Flutter Version) (inspired by https://github.com/Cuberto/flashy-tabbar)

flutter_boom_menu icon flutter_boom_menu

Flutter plugin to implement a Boom Menu, with icons, title, subtitle, animated FAB Icons and hide on scrolling.

flutter_inner_drawer icon flutter_inner_drawer

Inner Drawer is an easy way to create an internal side section (left/right) where you can insert a list-menu or other.

flutter_spinkit icon flutter_spinkit

✨ A collection of loading indicators animated with flutter. Heavily Inspired by http://tobiasahlin.com/spinkit.

flutter_vignettes icon flutter_vignettes

A collection of fun Flutter experiments, created by gskinner, in partnership with Google.

gitignore icon gitignore

A collection of useful .gitignore templates

live-charts icon live-charts

Simple, flexible, interactive & powerful charts, maps and gauges for .Net

loading-animations icon loading-animations

A Flutter package with a selection of simple yet very customizable set of loading animations.

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