Synthesis objects#

Synthesis objects generate novel stimuli which allow researchers to better understand how their computational models make sense of their inputs.

Metamer

Synthesize metamers for image-computable differentiable models.

MetamerCTF

Synthesize model metamers with coarse-to-fine synthesis.

Eigendistortion

Synthesize eigendistortions induced by a model on a given input image.

MADCompetition

Synthesize a single maximally-differentiating image for two metrics.