visionfamily
PatchCore
Industrial visual anomaly detector that compares image patches with a memory bank of normal patch features, from the paper Towards Total Recall in Industrial Anomaly Detection (Roth et al., CVPR 2022).
Levelfamily
Classvision
Parametersnot in the notes
Contextnot in the notes
Released15 Jun 2021
Opennessopen source
Runs onnot in the notes
Statusactive
Industry Use Cases
R&D Topics
Identity
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- other Memory bank of nominal patch features with coreset subsampling
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- image
- Output
- image
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open source
- Licence
- Apache License 2.0 sources
- Access routes
- not in the notes
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- Licence is that of the amazon-science/patchcore-inspection repository (Apache-2.0). Also in Anomalib.
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Lineage
The notes record no lineage for this model.
Links
DeveloperAmazonbig tech, USA
Amazonbig tech, USAModelPatchCoreAmazon, vision
PatchCoreAmazon, visionWho Runs It
PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026
China National Petroleum Corp.In production, 24 Jun 2025Pertamina New & Renewable Energy (Pertamina NRE)In production, 24 Apr 2025
PT Akebono Brake Astra Indonesia (Astra Otoparts group)In production, 19 Apr 2023+1 moreDeployments of these use cases; none names this model.
PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026China National Petroleum Corp.In production, 24 Jun 2025Pertamina New & Renewable Energy (Pertamina NRE)In production, 24 Apr 2025PT Akebono Brake Astra Indonesia (Astra Otoparts group)In production, 19 Apr 2023+1 moreDeployments of these use cases; none names this model.Organisations 1
Sources
- arxiv.org/abs/2106.08265 https://arxiv.org/abs/2106.08265
- github.com/amazon-science/patchcore-inspection https://github.com/amazon-science/patchcore-inspection
- github.com/open-edge-platform/anomalib https://github.com/open-edge-platform/anomalib
- anomalib.readthedocs.io/en/latest/markdown/guides/reference/models/im... https://anomalib.readthedocs.io/en/latest/markdown/guides/reference/models/image/index.html
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "PatchCore", https://aurion.semai.id/models/amazon-patchcore/, records of October 2026.