face-id vs keras-vggface

face-id

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

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keras-vggface

VGGFace implementation with Keras Framework (by rcmalli)

Keras vggface Tensorflow

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face-id		keras-vggface
	Project
1	Mentions	2
13	Stars	913
-	Growth	-
2.6	Activity	0.0
over 2 years ago	Latest Commit	15 days ago
Swift	Language	Python
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.

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....

keras-vggface

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

I'm a software engineer and I wanted to solve a very serious problem facing Bachelor Nation
1 project | /r/thebachelor | 12 Apr 2022

I'm using tensorflow with keras-vggface https://github.com/rcmalli/keras-vggface
Face Similarity On iOS Using VGGFace CoreML Model
2 projects | /r/iOSProgramming | 12 Nov 2021

So I couldn't make the code runnable in Google Colab (uses Python v3.8), luckily on local workstation (using PyCharm) after installing TensorFlow 1.14 and appropriate Keras version and selecting Python v2.7, I managed to install and use the library.

What are some alternatives?

When comparing face-id and keras-vggface you can also consider the following projects:

BackgroundRemoval - Background Removal written with swift using u2net model

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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

autokeras - AutoML library for deep learning

NSFWDetector - A NSFW (aka porn) detector with CoreML

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.

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).