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Pith Number

pith:QXV5AG27

pith:2018:QXV5AG27INLHMI64LSM6DUCDO2
not attested not anchored not stored refs pending

Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions

Alexandr Rokovyi, Oleg Alienin, Sergii Stirenko, Vlad Taran, Yuri Gordienko

arxiv:1901.00001 v1 · 2018-12-30 · cs.CV · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QXV5AG27INLHMI64LSM6DUCDO2}

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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 2026-05-17T23:49:32.970673Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

85ebd01b5f43567623dc5c99e1d04376a469318c906de03c12a93a223dcfb58e

Aliases

arxiv: 1901.00001 · arxiv_version: 1901.00001v1 · doi: 10.48550/arxiv.1901.00001 · pith_short_12: QXV5AG27INLH · pith_short_16: QXV5AG27INLHMI64 · pith_short_8: QXV5AG27
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QXV5AG27INLHMI64LSM6DUCDO2 \
  | 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: 85ebd01b5f43567623dc5c99e1d04376a469318c906de03c12a93a223dcfb58e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "80501dc6f03d3a83d188276d4582dd7ef849d0f8d789faa953b0fd1471715364",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-30T09:19:55Z",
    "title_canon_sha256": "74ea0a7e8e64bced1c03ed36d2d9b3ece4076ed417ba7e9a536743563163d200"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.00001",
    "kind": "arxiv",
    "version": 1
  }
}