Review and optimization of image classification models for edge AI applications.

Kim S, Cho H, Kim T, Lee H, An S, Ryu S

Open source

DOI: 10.1186/s40580-026-00574-w
Published: 2026 Sep 22
Container: Nano convergence
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:10.1186/s40580-026-00574-w,
  title = {Review and optimization of image classification models for edge AI applications.},
  author = {Kim S and Cho H and Kim T and Lee H and An S and Ryu S},
  year = {2026},
  journal = {Nano convergence},
  doi = {10.1186/s40580-026-00574-w},
  url = {https://doi.org/10.1186/s40580-026-00574-w}
}

RIS

TY  - JOUR
TI  - Review and optimization of image classification models for edge AI applications.
AU  - Kim S
AU  - Cho H
AU  - Kim T
AU  - Lee H
AU  - An S
AU  - Ryu S
PY  - 2026
JO  - Nano convergence
DO  - 10.1186/s40580-026-00574-w
UR  - https://doi.org/10.1186/s40580-026-00574-w
ER  -

APA

S, K., H, C., T, K., H, L., S, A., & S, R. (2026). Review and optimization of image classification models for edge AI applications.. Nano convergence. https://doi.org/10.1186/s40580-026-00574-w

Source records

pubmed · retrieved 2026-11-10T14:15:05.265Z
europe-pmc · retrieved 2026-11-10T14:15:05.271Z
doaj · retrieved 2026-11-10T14:15:05.272Z