Pith Number

pith:72UDCAYZ

pith:2024:72UDCAYZIVNLSBQMWJFOIPQOQM

not attested not anchored not stored refs pending

DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery

Ben (Mullet) Strong, Irene Alisjahbana, Jiawei Li, Yue Zhang

arxiv:2405.04800 v1 · 2024-05-08 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{72UDCAYZIVNLSBQMWJFOIPQOQM}

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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.

Cited by

2 papers in Pith

Damage-TriageFormer: A Foundation-Model Framework for Typology-Based Building Damage Assessment from Mono-Temporal Imagery

RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

Receipt and verification

First computed	2026-07-05T08:16:54.379284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fea8310319455ab9060cb24ae43e0e83202051aa2c4e2d5654608985524c4248

Aliases

arxiv: 2405.04800 · arxiv_version: 2405.04800v1 · doi: 10.48550/arxiv.2405.04800 · pith_short_12: 72UDCAYZIVNL · pith_short_16: 72UDCAYZIVNLSBQM · pith_short_8: 72UDCAYZ

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/72UDCAYZIVNLSBQMWJFOIPQOQM \
  | 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: fea8310319455ab9060cb24ae43e0e83202051aa2c4e2d5654608985524c4248

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad9e5c44e0df62cd2c3f8d9171c14b3333fa5c0ce3ad2d2bb3d5bb442ce1ace8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-08T04:21:03Z",
    "title_canon_sha256": "8500e5b163316eba7b7888c4596aa737f5039c772f76b110bc65f96ecc2fadf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04800",
    "kind": "arxiv",
    "version": 1
  }
}