Codes for image preparation and MobileNet CNN

DOI

The following Python scripts are used for automatic image classification of radiolarians or more specifically from closely related species of the genus Podocyrtis by using the MobileNet version 1 convolutional neural network (CNN) by Carlsson et al., 2022.

The first file consists of a script that rotate images into the same angle and resize them into an equal size. The second file consist of a prediction script and the third one a MobileNet version 1 CNN script for training an image dataset.

Identifier
DOI https://doi.org/10.57745/J4YL4I
Related Identifier IsCitedBy https://doi.org/10.5194/jm-41-165-2022
Metadata Access https://entrepot.recherche.data.gouv.fr/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.57745/J4YL4I
Provenance
Creator Carlsson, Veronica ORCID logo; Laforge, Aurelien
Publisher Recherche Data Gouv
Contributor Carlsson, Veronica; Entrepôt-Catalogue Recherche Data Gouv
Publication Year 2022
Rights etalab 2.0; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/etalab-2.0.html
OpenAccess true
Contact Carlsson, Veronica (University of Lille)
Representation
Resource Type Model; Dataset
Format text/plain; application/x-ipynb+json
Size 3931; 8184; 121112
Version 1.4
Discipline Computer Science; Geosciences; Earth and Environmental Science; Environmental Research; Natural Sciences