Depth Anomaly Detection and Segmentation

2 papers with code • 1 benchmarks • 1 datasets

Depth-only Anomaly Detection and Segmentation

Datasets


Most implemented papers

The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

JerryX1110/Awesome-3D-Anomaly-Detection 16 Dec 2021

We introduce the first comprehensive 3D dataset for the task of unsupervised anomaly detection and localization.

An Empirical Investigation of 3D Anomaly Detection and Segmentation

eliahuhorwitz/3D-ADS 10 Mar 2022

As the 3D-only method cannot detect color and texture anomalies, we combine it with 2D color features, granting us the best current results by a large margin (Pixel-wise ROCAUC: 99. 2%, PRO: 95. 9% on MVTec 3D-AD).