A comprehensive evaluation of lightweight deep learning models for tomato disease classification on edge computing environments.

Hoang TM, Bui VH, Nguyen VS, Doan DT, Dang HA, Pham AT.

Open source

DOI: 10.1038/s41598-026-42439-6
Published: 2026-03-05
Container: Sci Rep
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-42439-6,
  title = {A comprehensive evaluation of lightweight deep learning models for tomato disease classification on edge computing environments.},
  author = {Hoang TM and  Bui VH and  Nguyen VS and  Doan DT and  Dang HA and  Pham AT.},
  year = {2026},
  journal = {Sci Rep},
  doi = {10.1038/s41598-026-42439-6},
  url = {https://doi.org/10.1038/s41598-026-42439-6}
}

RIS

TY  - JOUR
TI  - A comprehensive evaluation of lightweight deep learning models for tomato disease classification on edge computing environments.
AU  - Hoang TM
AU  -  Bui VH
AU  -  Nguyen VS
AU  -  Doan DT
AU  -  Dang HA
AU  -  Pham AT.
PY  - 2026
JO  - Sci Rep
DO  - 10.1038/s41598-026-42439-6
UR  - https://doi.org/10.1038/s41598-026-42439-6
ER  -

APA

TM, H., VH, B., VS, N., DT, D., HA, D., & AT., P. (2026). A comprehensive evaluation of lightweight deep learning models for tomato disease classification on edge computing environments.. Sci Rep. https://doi.org/10.1038/s41598-026-42439-6

Source records

europe-pmc · retrieved 2026-09-27T09:28:16.099Z
doaj · retrieved 2026-09-27T09:28:16.109Z