W600k-r50.onnx

@articleinsightface, title=InsightFace: 2D and 3D Face Alignment Library, author=Guo, Jia and Deng, Jiankang, journal=arXiv preprint arXiv:2107.07461, year=2021

The model name strongly suggests you are working with a face recognition model from the insightface library (specifically the Glint360K or WebFace600K trained ResNet50 model). w600k-r50.onnx

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition Authors: Zheng Zhu, Guan Huang, Jiankang Deng, et al. Venue: CVPR 2021 Do not cite a paper specifically named "w600k-r50"

Cite the InsightFace library as the software reference and the ArcFace paper as the algorithmic reference. Do not cite a paper specifically named "w600k-r50" – that is just a model filename. Jia and Deng

Note: The w600k is a subset of WebFace260M (600k identities / 600 images each). If you use w600k-r50.onnx directly from the InsightFace model zoo, cite the InsightFace library :

To use this .onnx file properly, you need to refer to (or cite) the following academic paper and technical documentation: Title: ArcFace: Additive Angular Margin Loss for Deep Face Recognition Authors: Jiankang Deng, Jia Guo, Niannan Xue, Stefanos Zafeiriou Venue: CVPR 2019 (and TPAMI 2022)