InvReg
Invariant Feature Regularization for Fair Face Recognition (ICCV'23)
Requirements
- numpy (1.21.4)
- easydict (1.9)
- onnx (1.10.1)
- scipy (1.6.3)
- tdqm (4.62.3)
- torch (1.11.0)
- mxnet (1.9.1)
- torchvision (0.11.0)
- sklearn (0.24.0)
- python (3.8.12)
Citation
References & Opensources
Part of our implementation is adopted from the Arcface, IP-IRM, TFace and InvariantRiskMinimization repositories.
- Arcface(https://github.com/deepinsight/insightface/tree/master/recognition/arcface_torch)
- IP-IRM(https://github.com/Wangt-CN/IP-IRM)
- TFace(https://github.com/Tencent/TFace/tree/v0.1.0)
- InvariantRiskMinimization(https://github.com/facebookresearch/InvariantRiskMinimization)
License
InvReg is .