Pith Number

pith:45CFF2G2

pith:2018:45CFF2G2MF36YDWPXTT23RG3UY

not attested not anchored not stored refs pending

Weather Classification: A new multi-class dataset, data augmentation approach and comprehensive evaluations of Convolutional Neural Networks

Jose Carlos Villarreal Guerra, Klaus McDonald-Maier, Rustam Stolkin, Shoaib Ehsan, Zeba Khanam

arxiv:1808.00588 v1 · 2018-08-01 · cs.CV

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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

Receipt and verification

First computed	2026-05-18T00:09:04.810039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e74452e8da6177ec0ecfbce7adc4dba60fda8ddd7fbf8fd4c076047d300d158b

Aliases

arxiv: 1808.00588 · arxiv_version: 1808.00588v1 · doi: 10.48550/arxiv.1808.00588

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/45CFF2G2MF36YDWPXTT23RG3UY \
  | 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: e74452e8da6177ec0ecfbce7adc4dba60fda8ddd7fbf8fd4c076047d300d158b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf95e309783f84c87ed3a510c150c39f29b7f885d6687da8e64fe7bfe36e9e57",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-08-01T22:33:23Z",
    "title_canon_sha256": "1f013baf8badc28eb183b903a6b83839a01c9f53869bc2b2917eaf5ef3102049"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.00588",
    "kind": "arxiv",
    "version": 1
  }
}