DATASHEET: Recognition-by-Components Degraded Polygons

Neural Information Processing Systems 

For what purpose was the dataset created? Was there a specific task in mind? Was there a specific gap that needed to be filled? This dataset was created in order to study modern deep learning vision systems from a principled, cognitive science perspective. In particular, we aim to study human and machine vision misalignment by analyzing their behavior on the image recovery task. We revisit and modernize the theory of Recognition-by-Components by generating this dataset. Who created this dataset (e.g., which team, research group) and on behalf of which entity (e.g., company, institution, organization)?