ArcFace-R100-CoreML / README.md
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metadata
license: apache-2.0
tags:
  - coreml
  - face-recognition
  - arcface

ArcFace LResNet100E-IR — CoreML (fp16)

CoreML conversion of arcfaceresnet100-8.onnx from the ONNX Model Zoo (Apache-2.0), for on-device face embedding.

  • Input: faceImage — 112x112 RGB image (raw 0-255 pixels; BN at graph input)
  • Output: embedding — 512-d float vector (L2-normalize before use)
  • mlprogram / fp16, iOS 17+
  • Conversion: onnx (opset 8->13) -> onnx2torch -> coremltools. Numerical parity vs onnxruntime verified (cosine 1.0 on real faces).

Packaged as .mlpackage.tar.gz for on-device compilation (mlprogram models cannot ship as a single .mlmodel file).