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May, 2023
关于理解深度特征空间在人脸生成评估中的作用
F?D: On understanding the role of deep feature spaces on face generation evaluation
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Krish Kabra, Guha Balakrishnan
TL;DR
通过对人脸图像的深度特征空间进行研究,我们发现 Fréchet Inception Distance 指标明显受特征空间数据集和目标函数影响,建议在使用生成模型时考虑多个特征空间并使用经过调整的特征空间。
Abstract
perceptual metrics
, like the Fr\'echet Inception Distance (FID), are widely used to assess the similarity between synthetically generated and ground truth (real) images. The key idea behind these metrics is to compute errors in a
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