Pith. sign in
Pith Number

pith:VOG2OVR5

pith:2026:VOG2OVR5JWEUKR4I4UUVKG3K54
not attested not anchored not stored refs pending

Real-Time Industrial Defect Detection on Edge Hardware Using Fine-Tuned YOLOv8: A Systematic Benchmark on the NEU Surface Defect Database and MVTec AD with Automotive & Battery Manufacturing Extensions

Emmanuel Ezeji Somtochukwu, Nitesh Rijal

arxiv:2606.07659 v1 · 2026-06-03 · cs.CV · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VOG2OVR5JWEUKR4I4UUVKG3K54}

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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.
Receipt and verification
First computed 2026-06-09T00:04:46.058778Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ab8da7563d4d89454788e529551b6aef3cbd1f3ab46f67c22e61a421996cf2ea

Aliases

arxiv: 2606.07659 · arxiv_version: 2606.07659v1 · doi: 10.48550/arxiv.2606.07659 · pith_short_12: VOG2OVR5JWEU · pith_short_16: VOG2OVR5JWEUKR4I · pith_short_8: VOG2OVR5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VOG2OVR5JWEUKR4I4UUVKG3K54 \
  | 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: ab8da7563d4d89454788e529551b6aef3cbd1f3ab46f67c22e61a421996cf2ea
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "afc8173f92d14af6b818455af9a938fee61cc86dbf868bd34ff2fa455dd4ee4f",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-03T12:39:16Z",
    "title_canon_sha256": "3b5e3c894aa794a406316dd25ad2d3ffce8a8003528c5bef5d14fd65d6f4e6ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07659",
    "kind": "arxiv",
    "version": 1
  }
}