Author

Nicholas C. Aflitto

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University of VermontORCID 0000-0003-0445-9962Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

EcologybioRxivPreprintFeb 18, 2026

A Lightweight, High-Throughput Classifier for North American Insects Using EfficientNet: Elytra 1.0

Nicholas C. Aflitto

Elytra 1.0 is a lightweight, high-throughput insect classifier achieving high accuracy on North American insects using EfficientNet, suitable for edge deployment.

DOI 10.64898/2026.02.16.706225

imagingdeep learning

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