GitHub - DebZakari/arcface-tf2-colab: ArcFace unofficial Implemented in Tensorflow 2.0+ (ResNet50, MobileNetV2). "ArcFace: Additive Angular Margin Loss for Deep Face Recognition" Published in CVPR ...

近さを使った損失関数というのの定番のテクニックは、近いペア遠いペアなどを定義したり、若干面倒な部分があるぽいのだが、3年ぐらい前 (?)から伸してきているArcfaceというテクニックは、追加でなにかデータの処理とかをしなくても、損失関数部分をちょっと工夫するだけで、クラス分類問題を学習させているうちに自然と距離学習にもなっているという ...

Contribute to seanpm2001/CompVis_Characterizing_Generalization_In_DML development by creating an account on GitHub.

This paper tries to build a model by mixing two novel ideas of face recognition - ArcFace and LinCos. In this paper, the target is to manipulate the Additive Angular Margin Loss used by ArcFace by ...

Face recognition technology is crucial for enhancing security in access control systems, yet false positives remain a significant challenge. This paper compares two leading pre-trained face ...