Dataset for "Machine learning-based classification of vector vortex beams"

  • Luca Innocenti (Creator)



Source code and data for the paper:

Taira Giordani, Alessia Suprano, Emanuele Polino, Francesca Acanfora, Luca Innocenti, Alessandro Ferraro, Mauro Paternostro, Nicoló Spagnolo, and Fabio Sciarrino, Machine learning-based classification of vector vortex beams, Phys. Rev. Lett. 124, 160401, (2020).

Notebooks: Jupyer notebooks containing code and explanations to reproduce the results of the paper.
src. The notebooks use a number of supporting functions, which are all defined here.
Data: Contains the datasets used in the notebooks.
Saved_CNN_models. Pre-trained CNNs used in the notebooks.
Date made availableAug 2020
PublisherQueen's University Belfast
Date of data production2020

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