Pith Number

pith:S7SUMVBD

pith:2023:S7SUMVBDGKD3OTNYNT45SHX5CT

not attested not anchored not stored refs pending

Deep Industrial Image Anomaly Detection: A Survey

Chengjie Wang, Feng Zheng, Guoyang Xie, Jiaqi Liu, Jinbao Wang, Shangnian Li, Yaochu Jin

arxiv:2301.11514 v5 · 2023-01-27 · cs.CV

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\usepackage{pith}
\pithnumber{S7SUMVBDGKD3OTNYNT45SHX5CT}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions

Receipt and verification

First computed	2026-07-05T08:02:42.167589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97e54654233287b74db86cf9d91efd14fb77dc79a92fb27f64f7fc97feecf468

Aliases

arxiv: 2301.11514 · arxiv_version: 2301.11514v5 · doi: 10.48550/arxiv.2301.11514 · pith_short_12: S7SUMVBDGKD3 · pith_short_16: S7SUMVBDGKD3OTNY · pith_short_8: S7SUMVBD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S7SUMVBDGKD3OTNYNT45SHX5CT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 97e54654233287b74db86cf9d91efd14fb77dc79a92fb27f64f7fc97feecf468

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9b7061111db41ca962247ea1f9feaa510ee28e552417b64e0fcb4a098405fd0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-27T03:18:09Z",
    "title_canon_sha256": "756551d2b1c181c4301f9544d1744401f5a8dfd57c79c9ef819be7ff51c2e6ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11514",
    "kind": "arxiv",
    "version": 5
  }
}