Pith Number

pith:QRFTWYH6

pith:2024:QRFTWYH6LCZWYEJ3XD65DXTFT2

not attested not anchored not stored refs pending

Leveraging Vision Language Models for Specialized Agricultural Tasks

Adarsh Krishnamurthy, Aditya Balu, Arti Singh, Asheesh K. Singh, Baskar Ganapathysubramanian, Chinmay Hegde, Muhammad Arbab Arshad, Rim Nassiri, Soumik Sarkar, Talukder Zaki Jubery, Tirtho Roy

arxiv:2407.19617 v2 · 2024-07-29 · cs.LG · 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{QRFTWYH6LCZWYEJ3XD65DXTFT2}

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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

Are vision-language models ready to zero-shot replace supervised classification models in agriculture?

CropVLM: A Domain-Adapted Vision-Language Model for Open-Set Crop Analysis

Receipt and verification

First computed	2026-07-05T10:22:02.832351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

844b3b60fe58b36c113bb8fdd1de659e8e6208f8b8e614f89b2286cfb8c7b5a4

Aliases

arxiv: 2407.19617 · arxiv_version: 2407.19617v2 · doi: 10.48550/arxiv.2407.19617 · pith_short_12: QRFTWYH6LCZW · pith_short_16: QRFTWYH6LCZWYEJ3 · pith_short_8: QRFTWYH6

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/QRFTWYH6LCZWYEJ3XD65DXTFT2 \
  | 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: 844b3b60fe58b36c113bb8fdd1de659e8e6208f8b8e614f89b2286cfb8c7b5a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da847c545b0db40ba1943430c9a32e8ac40f8b0ef08f5569d893072790645764",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-29T00:39:51Z",
    "title_canon_sha256": "0516a8ef6ddcd772073313a7e00209474cc292af809604a195a822822483bc1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19617",
    "kind": "arxiv",
    "version": 2
  }
}