Published July 12, 2022 | Version 1.0
Dataset Open

CNN for the classification of ICE-CAMERA images of Antarctic ice particles

  • 1. Istituto Nazionale di Ottica INO CNR, via Madonna del piano 10, Sesto Fiorentino , 50019 , Italy

Contributors

  • 1. Programma Nazionale Ricerca in Antartide (PNRA)

Description

-The file 'ZENODO_FILES.rar' contains the GoogleNet Convolutional Neural Network (CNN) trained to classify pre-processed ICE-CAMERA images (224*224*3) into 14 classes. CNN was developed for (Mathworks) MATLAB® R2020b.

-The ICE-CAMERA images used for training, validation and testing the CNN are also contained in specific folders.

 

Files

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md5:d7cd38f4fc04e0dd371fba6e41b2a089
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