Published June 17, 2024
| Version 1.0.0
Software
Open
Domain-independent detection of known anomalies – source code (anomalib modification)
- 1. preML GmbH
-
2.
Karlsruhe Institute of Technology
Description
A modification of anomalib which adds new approaches derived of PatchCore (Labeled PatchCore and Spatial Embedding MLP) and allows to train and test these models in a domain generalization setting.
This is an implementation for the paper Domain-independent detection of known anomalies.
If you want to try it and have any questions, feel free to contact us.
Files
anomalib-modification.zip
Files
(32.0 MB)
| Name | Size | Download all |
|---|---|---|
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md5:2219f2c8d2c279121371453372e3f5cf
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32.0 MB | Preview Download |
Additional details
Related works
- Is derived from
- Software: https://github.com/openvinotoolkit/anomalib (URL)
- Is published in
- Publication: arXiv:2407.02910 (arXiv)
Software
- Repository URL
- https://github.com/Jonas1302/anomalib
- Programming language
- Python