Pith Number

pith:DOS4OIXC

pith:2023:DOS4OIXCHOUUR5UNWWBWT7QT7Y

not attested not anchored not stored refs pending

First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria

Stefan Schoder

arxiv:2312.12314 v2 · 2023-12-19 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOS4OIXCHOUUR5UNWWBWT7QT7Y}

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	2026-07-05T09:54:43.770959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ba5c722e23ba948f68db58369fe13fe0aa1a2d86afaa4fea2d5299c1c12462d

Aliases

arxiv: 2312.12314 · arxiv_version: 2312.12314v2 · doi: 10.48550/arxiv.2312.12314 · pith_short_12: DOS4OIXCHOUU · pith_short_16: DOS4OIXCHOUUR5UN · pith_short_8: DOS4OIXC

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/DOS4OIXCHOUUR5UNWWBWT7QT7Y \
  | 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: 1ba5c722e23ba948f68db58369fe13fe0aa1a2d86afaa4fea2d5299c1c12462d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c0914536d4821fc12788b27d48f26420ebb02991b03f302abd1cf4f18d33f8d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-19T16:39:02Z",
    "title_canon_sha256": "c5a78d89221c027f9a1a66e69d7a528c32c7380d6a1e4e5a1713f1e9582c9025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12314",
    "kind": "arxiv",
    "version": 2
  }
}