Pith Number

pith:ZF5ZSSSY

pith:2024:ZF5ZSSSYS4QZABKCHSZQ4NHUVP

not attested not anchored not stored refs pending

Optimizing Helmet Detection with Hybrid YOLO Pipelines: A Detailed Analysis

Balamurali S, Dejey D, Vaikunth M, Vishaal C

arxiv:2412.19467 v1 · 2024-12-27 · cs.CV · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZF5ZSSSYS4QZABKCHSZQ4NHUVP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T09:54:36.107397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c97b994a5897219005423cb30e34f4abceb7591afa88c47094206cca18868ca2

Aliases

arxiv: 2412.19467 · arxiv_version: 2412.19467v1 · doi: 10.48550/arxiv.2412.19467 · pith_short_12: ZF5ZSSSYS4QZ · pith_short_16: ZF5ZSSSYS4QZABKC · pith_short_8: ZF5ZSSSY

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/ZF5ZSSSYS4QZABKCHSZQ4NHUVP \
  | 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: c97b994a5897219005423cb30e34f4abceb7591afa88c47094206cca18868ca2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dae7c243f479cb4d63e104bafd45c4d09713c9a3969459e87923a22b60367052",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-27T05:26:12Z",
    "title_canon_sha256": "cedae4a8715c67a41666cbd54a1955178218b86df3a3a4edf0ffda231ecf53f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19467",
    "kind": "arxiv",
    "version": 1
  }
}