Whistler segmentation training dataset

Pataki, Bálint Ármin;Lichtenberger, János;Clilverd, Mark;Máthé, Gergely;Csabai, István

Description

Generated whistlers with pixel-segmented separate masks for each trace. File naming:
- train_images.tar.gz contains all the train images (>10 GB)
- example_images.zip contains 5 spectrograms and the corresponding segmentation masks. (~5 MB))
- {id}rothera{n}_y.png, {id}_rothera_x.png, where {id} is a unique ID to match the masks and the spectrogram image, {n} enumerates the whistler traces within a spectrogram. Files ending _y.png are the bitmask images, while the _x.png files are the spectrograms. Opening the bitmasks in a regular image viewer might show only a black image. In this case, opening as a matrix (eg via matplotlib or opencv in python), converting to binary values, and visualizing them can help. To be updated upon acceptance of our research paper.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.4

FAIR Score

79%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Open Access

Assigned Domain

Subfield

Ocean Engineering

Field

Engineering

Domain

Physical Sciences

Confidence Score

37%

Source

Scholar Data Model

Normalization Factors

FT

65.38

CTw

1.00

MTw

1.00