FaceRecognition in ARKit

This is a simple showcase project, that detects faces using the Vision-API and runs the extracted face through a CoreML-model to identiy the specific persons.

Requirements

• Xcode 9
• iPhone 6s or newer
• Machine-Learning model

Machine-Learning model

To create your own machine-learning model, you can read our blog post "How we created our Face-Recognition model"

The short version is:

• We trained a model in the AWS using Nvidia DIGITS
• Took a couple of hundred pictures of each person, and extracted the faces
• Also added an "unknown" category with differnent faces.
• Used a pretrained model fine-tuned for face-recognition.

Acknowledgements

• 3D-Text