CoreML-in-ARKit vs face-id

CoreML-in-ARKit

Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML. (by hanleyweng)

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face-id

Finding similar faces on iOS device using keras-vggface ML model. (by pavel-zh)

iOS Swift Coreml

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CoreML-in-ARKit		face-id
	Project
1	Mentions	1
1,650	Stars	13
-	Growth	-
0.0	Activity	2.6
over 2 years ago	Latest Commit	over 2 years ago
Swift	Language	Swift
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

CoreML-in-ARKit

Posts with mentions or reviews of CoreML-in-ARKit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-02.

August Review 2021
3 projects | dev.to | 2 Sep 2021

This basic idea depends on this GitHub Repo(CoreML-in-ARKit). It works yet, so I didn't need to build from scratch. What a luck!

face-id

Posts with mentions or reviews of face-id. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-12.

Face Similarity On iOS Using VGGFace CoreML Model
2 projects | /r/iOSProgramming | 12 Nov 2021

Also weights of model are quantised. In majority of cases it's better to retrain model rather than to "reduce", interpolate final coefficients. VGGFace based on ResNet50 was reduced from 59 to 15 MB after quantization. Found similar project on GitHub(Face-Id), big applause to the author....

What are some alternatives?

When comparing CoreML-in-ARKit and face-id you can also consider the following projects:

RealityKit-CardFlip - An example app using Apple's new RealityKit framework

BackgroundRemoval - Background Removal written with swift using u2net model

mobilePydnet - Pydnet on mobile devices

keras-vggface - VGGFace implementation with Keras Framework

iOS 11 by Examples - 👨🏻‍💻 Examples of new iOS 11 APIs

NSFWDetector - A NSFW (aka porn) detector with CoreML

iowncode - A curated collection of iOS, ML, AR resources sprinkled with some UI additions

Lumina - A camera designed in Swift for easily integrating CoreML models - as well as image streaming, QR/Barcode detection, and many other features

DeTeXt - iOS app that detects LaTeX symbols from drawings. Built using PencilKit, SwiftUI, Combine and CoreML for iOS 14(or greater) and macOS 11(or greater).