Nicola Fioraio

The Eyecandies Dataset for Unsupervised Multimodal Anomaly Detection and Localization

2022 · arXiv (Cornell University)

We present Eyecandies, a novel synthetic dataset for unsupervised anomaly detection and localization. Photo-realistic images of procedurally generated candies are rendered in a controlled environment under multiple lightning conditions, also providing depth and normal maps …