Pith Number

pith:YXMMIEJ6

pith:2022:YXMMIEJ6X5SSLPPKO6BE5XXXS3

not attested not anchored not stored refs pending

Can Ensemble of Classifiers Provide Better Recognition Results in Packaging Activity?

A.H.M. Nazmus Sakib, Md Atiqur Rahman Ahad, Promit Basak, Shahamat Mustavi Tasin, Syed Doha Uddin

arxiv:2211.02965 v1 · 2022-11-05 · cs.CV · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXMMIEJ6X5SSLPPKO6BE5XXXS3}

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	2026-07-05T05:13:42.802783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5d8c4113ebf6525bdea77824edef796f887ab41c0b7257596670dfb9eaacfe5

Aliases

arxiv: 2211.02965 · arxiv_version: 2211.02965v1 · doi: 10.48550/arxiv.2211.02965 · pith_short_12: YXMMIEJ6X5SS · pith_short_16: YXMMIEJ6X5SSLPPK · pith_short_8: YXMMIEJ6

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/YXMMIEJ6X5SSLPPKO6BE5XXXS3 \
  | 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: c5d8c4113ebf6525bdea77824edef796f887ab41c0b7257596670dfb9eaacfe5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a659817ef9ba5134ef196665fc7d4df888733aee4502662708d54e5d68cf7ac0",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-05T19:37:15Z",
    "title_canon_sha256": "cd5d282641973d95cc9b37ea9c0b8b776e1e409e508d0fc2d0e3a9c5075ebbcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02965",
    "kind": "arxiv",
    "version": 1
  }
}