Pith Number

pith:YBFBEM3Z

pith:2018:YBFBEM3ZFAWJ7TOJXCHWAVECJ5

not attested not anchored not stored refs pending

Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning

Kincho H. Law, Max Ferguson, Ronay Ak, Yung-Tsun Tina Lee

arxiv:1808.02518 v2 · 2018-08-07 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBFBEM3ZFAWJ7TOJXCHWAVECJ5}

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	2026-05-18T00:06:37.150952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c04a123379282c9fcdc9b88f6054824f7f9a060c1e1336bdaa4b1909c39ca4ab

Aliases

arxiv: 1808.02518 · arxiv_version: 1808.02518v2 · doi: 10.48550/arxiv.1808.02518 · pith_short_12: YBFBEM3ZFAWJ · pith_short_16: YBFBEM3ZFAWJ7TOJ · pith_short_8: YBFBEM3Z

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/YBFBEM3ZFAWJ7TOJXCHWAVECJ5 \
  | 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: c04a123379282c9fcdc9b88f6054824f7f9a060c1e1336bdaa4b1909c39ca4ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ee0200460174fbcc5c7eb01da83c6e8807de4f9feff4edc8867537043a4c77d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-08-07T18:57:41Z",
    "title_canon_sha256": "a50a58753943bc576329afd9b1675c388dcb9e8c9f556d0d0de843ae7154eee4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.02518",
    "kind": "arxiv",
    "version": 2
  }
}