Shypd.aiThe largest open index of AI toolsface.evoLVe is an open-source coding & development tool that provides a high-performance face recognition library. It supports both PaddlePaddle and PyTorch frameworks for comprehensive face-related analytics.
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face.evoLVe is a high-performance, open-source face recognition library designed for comprehensive face-related analytics and applications. It supports both PaddlePaddle and PyTorch frameworks, offering a wide array of features including face alignment (detection, landmark localization, affine transformation), data processing (augmentation, balancing, normalization), and various backbones (ResNet, IR, IR-SE, ResNeXt, DenseNet, MobileNet). The library also incorporates different loss functions like Softmax, Focal, ArcFace, and Triplet, along with performance-enhancing tricks. It addresses challenges in large-scale face recognition by providing an efficient distributed training schema for multi-GPUs, supporting both backbone and head layers. This makes it ideal for researchers and engineers developing deep face recognition models for practical use.
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