Pith Number

pith:OMTWJ52I

pith:2019:OMTWJ52IEZZZG5XJQTO727CSTQ

not attested not anchored not stored refs pending

Democratisation of Usable Machine Learning in Computer Vision

Alan Dix, Alexander Wong, Ansgar Koene, Bethany Waterhouse Bradley, Fiona Browne, Hui Wang, Jennifer Boger, Maurice D. Mulvenna, Mykola Galushka, Raymond Bond

arxiv:1902.06804 v1 · 2019-02-18 · 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{OMTWJ52IEZZZG5XJQTO727CSTQ}

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	2026-05-17T23:53:40.752106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

732764f74826739376e984ddfd7c529c108063fa59705136cf762ffee7e0218e

Aliases

arxiv: 1902.06804 · arxiv_version: 1902.06804v1 · doi: 10.48550/arxiv.1902.06804 · pith_short_12: OMTWJ52IEZZZ · pith_short_16: OMTWJ52IEZZZG5XJ · pith_short_8: OMTWJ52I

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/OMTWJ52IEZZZG5XJQTO727CSTQ \
  | 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: 732764f74826739376e984ddfd7c529c108063fa59705136cf762ffee7e0218e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7dc92b63946b35814be8287ec72b77c5546b8367475f01968e9219f839cd6d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-02-18T21:22:45Z",
    "title_canon_sha256": "89b681eac74551f74163600c63e0c942585a6ed5e10b7cdf13557016c1ff79fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.06804",
    "kind": "arxiv",
    "version": 1
  }
}