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The "arcface_torch" repository is the official implementation of the ArcFace algorithm. It supports distributed and sparse training with multiple distributed training examples, including several memory-saving techniqu...
Nov 13, 2025 · We have also provided usage methods, common practices, and best practices for training a face recognition model with ArcFace. By following these guidelines, you can effectively use ArcFace to improve th...
Jul 14, 2025 · This document covers the procedures for preparing datasets and trainingface recognition models using the InsightFaceArcFace PyTorch implementation. It provides detailed guidance on dataset formats, conf...
We show that ArcFace consistently outperforms the state-of-the-art and can be easily implemented with negligible computational overhead. We release all refined trainingdata, training codes, pre-trained models and trai...
Training a face recognition model with ArcFace involves optimizing the network parameters \ (\theta\) to minimize the Additive Angular Margin Loss. During training, face images are passed through a deep convolutional ...
It also supports training for ViT models and datasets including WebFace42M and Glint360K, two of the largest open-source datasets. Additionally, the repository comes with a built-in tool for converting to ONNX format,...
To train a model, run `train.py` with the path to the configs. distributed training. ### 1. To run on a machine with 8 GPUs: ### 2. To run on 2 machines with 8 GPUs each: - The models are available for non-commercial ...
The "arcface_torch" repository is the official implementation of the ArcFace algorithm. It supports distributed and sparse training with multiple distributed training examples, including several memory-saving techniqu...
Nov 20, 2020 · I'm trainingArcface with CASIA-Webface dataset with refering This github page (https://github.com/ZhaoJ9014/face.evoLVe.PyTorch). I've aligned the CASIA-Webface dataset using the face alignment codes fr...
Jul 14, 2025 · This document covers the ArcFaceface recognition algorithm implementation in the InsightFace toolkit, specifically focusing on the PyTorch distributed training framework located in recognition/arcface_torch/.
