What are the best open-source alternatives to PatchCore Anomaly Detection?

Question 1

Accepted Answer

5 open-source projects similar to hcw-00/patchcore_anomaly_detection, ranked by shared features. Top picks: byungjae89/mahalanobisad-pytorch, byungjae89/spade-pytorch, cqylunlun/glass, gitihubi/deepai, xiahaifeng1995/padim-anomaly-detection-localization-master.

Question 2

Is byungjae89/mahalanobisad-pytorch a good alternative to PatchCore Anomaly Detection?

Accepted Answer

byungjae89/mahalanobisad-pytorch is an open-source alternative to PatchCore Anomaly Detection.

Question 3

Is byungjae89/spade-pytorch a good alternative to PatchCore Anomaly Detection?

Accepted Answer

PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"

Question 4

Is cqylunlun/glass a good alternative to PatchCore Anomaly Detection?

Accepted Answer

cqylunlun/glass is an open-source alternative to PatchCore Anomaly Detection.

Question 5

Is gitihubi/deepai a good alternative to PatchCore Anomaly Detection?

Accepted Answer

An interactive lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The the lab content is based on Python, IPython Notebook, and PyTorch.

Question 6

Is xiahaifeng1995/padim-anomaly-detection-localization-master a good alternative to PatchCore Anomaly Detection?

Accepted Answer

This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.

Open-source alternatives to PatchCore Anomaly Detection

byungjae89/MahalanobisAD-pytorch

byungjae89/SPADE-pytorch

cqylunlun/GLASS

GitiHubi/deepAI

xiahaifeng1995/PaDiM-Anomaly-Detection-Localization-master