ERank in Latent Space as an Image-Complexity and Richness Measure

Maksim Smirnov, Grigory Kononov, Anastasiia Linich +2

We propose the effective rank (ERank) of the channel covariance of an image's deep feature map as a per-sample, label-free measure of visual richness, computed from a single forwar…