ArcFace: Additive Angular Margin Loss for Deep Face Recognition
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...In residual inter-species feature equivariant module, the ArcFace (backbone is Resnet50) is used as stem network, which is pre-trained on CASIA-WebFace [32]....
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...Visualization of Deep Feature Space Some visualization results on the feature space of ArcFace from scratch via t-SNE are shown in Fig....
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...For fair comparison, we visualize those feature maps extracted from ArcFace from scratch, fine-tuning with ArcFace and RiseNet through GradCAM introduced by [25], as shown in Fig....
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...The recent study ArcFace [7] has achieved 99.78% accuracy on face verification....
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...Correspondingly, ArcFace trained on ImageNet [23] is used as a pre-trained network for feature extraction of the lower half of the face....
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