Whistler segmentation training dataset
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)
No citations found
Mentions (0)
No mentions found
Metrics Over Time
Publication Details
DOI
Publisher
Zenodo
Subfield
Ocean Engineering
Field
Engineering
Domain
Physical Sciences
Confidence Score
37%
Source
Scholar Data Model