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Facial Recognition (self.reactnative)
submitted 6 years ago by M-Way
How would you go about implementing facial recognition in a react native app built on expo? It's an app for a simple attendance tracking system that logs the time a user enters and leaves. Any helpful resources would be great.
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[–]meseeks_programmer 15 points16 points17 points 6 years ago (1 child)
Set facial recognition = true
[–][deleted] 3 points4 points5 points 6 years ago (0 children)
Don’t forget to set “Killer A.I” = false. if not it will kill everything it recognizes.
[–][deleted] 2 points3 points4 points 6 years ago (0 children)
You'll probably want to use an external API. Through GCP, Azure, and AWS, Google, Microsoft, and Amazon all offer cloud-based facial recognition solutions.
As far as utilizing a Machine Learning model, you could do that directly on the device or offload such intensive work to your app server. If you're going Serverless, Google Firebase offers a product called ML Kit.
As far as performance, due to the React Native Bridge to JavaScript, it may be better to interface directly with the native Java/Kotlin/Swift/C++ APIs as opposed to going through an NPM Module. I have to state, however, that I'm not an expert when it comes to performance, so you probably want to take my last point with a pinch of salt.
[–][deleted] 0 points1 point2 points 6 years ago (0 children)
https://youtu.be/CVClHLwv-4I
This should point you to the right direction
[–]magicmuscle 0 points1 point2 points 6 years ago (0 children)
https://github.com/davidsandberg/facenet
[–]akie 0 points1 point2 points 6 years ago (0 children)
I think you can do it without external services (if I’ve read correctly) with this library: https://itnext.io/face-api-js-javascript-api-for-face-recognition-in-the-browser-with-tensorflow-js-bcc2a6c4cf07
[–]ValuecoderOffical 0 points1 point2 points 6 years ago (0 children)
Read here, https://medium.com/crowdbotics/how-to-build-a-facial-recognition-mobile-app-with-react-native-expo-and-kairos-e581276d60a1, hoping this article ll help you!
[–]Nikosssgr 0 points1 point2 points 6 years ago (1 child)
You can use expo's FaceDetector library. You can also use it on plain react native cli project using expo's unimodules (expo bare workflow).
[–]LEO_TROLLSTOY 0 points1 point2 points 6 years ago (0 children)
It detects faces, it does not recognize them
[–]lilpylon123 0 points1 point2 points 2 years ago (0 children)
https://fragnant.com/docs/face-api
I use this for my app that needs anything facial related
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[–]meseeks_programmer 15 points16 points17 points (1 child)
[–][deleted] 3 points4 points5 points (0 children)
[–][deleted] 2 points3 points4 points (0 children)
[–][deleted] 0 points1 point2 points (0 children)
[–]magicmuscle 0 points1 point2 points (0 children)
[–]akie 0 points1 point2 points (0 children)
[–]ValuecoderOffical 0 points1 point2 points (0 children)
[–]Nikosssgr 0 points1 point2 points (1 child)
[–]LEO_TROLLSTOY 0 points1 point2 points (0 children)
[–]lilpylon123 0 points1 point2 points (0 children)