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Softmax to ArcFace: Code Repository

This repository provides code and resources to accompany the blog post From Softmax to ArcFace: Building Better Embeddings with Additive Angular Margins.

Contents

  • Main Notebook:
    • softmax-to-arcface.ipynb — Explore and experiment with softmax and ArcFace approaches for building better embeddings.
  • Pretrained Models:
    • Found in the data/ directory.
  • Environment Setup:
    • See requirements.txt and compose.yaml for dependencies and container setup.

License

This project is licensed under the MIT License.

About

Supporting code for my blog post "From Softmax to ArcFace"

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