Software for Bubble identification from images with machine learning methods

DOI

This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.

Identifier
DOI https://doi.org/10.14278/rodare.1471
Related Identifier https://www.hzdr.de/publications/Publ-34349
Related Identifier https://www.hzdr.de/publications/Publ-34350
Related Identifier https://doi.org/10.14278/rodare.1470
Related Identifier https://rodare.hzdr.de/communities/energy
Related Identifier https://rodare.hzdr.de/communities/fwd
Related Identifier https://rodare.hzdr.de/communities/hzdr
Related Identifier https://rodare.hzdr.de/communities/rodare
Metadata Access https://rodare.hzdr.de/oai2d?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:rodare.hzdr.de:1471
Provenance
Creator Hessenkemper, Hendrik (ORCID: 0000-0002-2588-694X); Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas ORCID logo; Lucas, Dirk ORCID logo
Publisher Rodare
Publication Year 2022
Rights Creative Commons Attribution 4.0 International; Open Access; https://creativecommons.org/licenses/by/4.0/legalcode; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://rodare.hzdr.de/support
Representation
Language English
Resource Type Software
Version 1.0
Discipline Life Sciences; Natural Sciences; Engineering Sciences