GitHub

A comprehensive Python-based face recognition system implementing ArcFace with PyTorch ...

This project combines the powerful ArcFace face recognition algorithm with a complete backend system for managing users, departments, and face data. It provides a RESTful API interface with JWT ...
GitHub

DebZakari/arcface-tf2-colab

🔥 ArcFace (Additive Angular Margin Loss for Deep Face Recognition, published in CVPR 2019) implemented in Tensorflow 2.0+. This is an unofficial implementation. 🔥 Additive Angular Margin ...
note

Arcfaceお試し(pytorch metric learning)

つい数年前は機械学習には手を出さず本業のゴリゴリ数値計算を追求するぜみたいな感じのスタンスを取っていたはずだが、興味本位であれこれ試してみると大変おもしろかったので、今では仕事にも活用する機運が高まっている。 本職ではないことを良い ...
IEEE

LinArc - Deep Face Recognition Using LinCos And ArcFace

Abstract: Data is overflowing day by day. The use of face recognition is rapidly picking up pace due to the boom in data and available computation power. The research ...
IEEE

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

Abstract: One of the main challenges in feature learning using Deep Convolutional Neural Networks (DCNNs) for large-scale face recognition is the design of appropriate loss functions that can enhance ...