Pith. sign in
Pith Number

pith:CUX2NA7P

pith:2024:CUX2NA7PU4K5TUC7MBKWIVUMCK
not attested not anchored not stored refs pending

Drone Detection using Deep Neural Networks Trained on Pure Synthetic Data

Alan Holt, Ivan Petrunin, Mariusz Wisniewski, Stephen Harman, Zeeshan A. Rana

arxiv:2411.09077 v1 · 2024-11-13 · cs.CV · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CUX2NA7PU4K5TUC7MBKWIVUMCK}

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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 2026-07-05T09:35:19.427616Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

152fa683efa715d9d05f605564568c128ef1557b4663c90250f4047cfcb1e018

Aliases

arxiv: 2411.09077 · arxiv_version: 2411.09077v1 · doi: 10.48550/arxiv.2411.09077 · pith_short_12: CUX2NA7PU4K5 · pith_short_16: CUX2NA7PU4K5TUC7 · pith_short_8: CUX2NA7P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CUX2NA7PU4K5TUC7MBKWIVUMCK \
  | 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: 152fa683efa715d9d05f605564568c128ef1557b4663c90250f4047cfcb1e018
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e833798c0e1c7520e79685305763c9f5e573b9d3902d879bac623eadf6f72ee1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-13T23:09:53Z",
    "title_canon_sha256": "5f8384010ee6a55b2b9904953dddc2496b58d1274a90859b872bee6ad66425ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09077",
    "kind": "arxiv",
    "version": 1
  }
}