Published January 17, 2025
| Version 1.0.0
Dataset
Open
HERA RFI-SNN Polarised Dataset
Authors/Creators
Description
Dataset for training and evaluating RFI detection methods. Includes all four polarisation channels (XX, YY, XY, YX) (stored in this order).
Organized as visibilities[560, 512, 512, 4], NoiseLabel[560,] and full_masks[560, 512, 512, 4].
Two separate datasets are presented, both created with the same parameters using the uploaded script.
The 25/11 dataset is stored as complex64 values - for additional complex-valued DoP calculations post-loading; hence the larger filesize.
Produced from the HERA-simulator v.4.2.2 in a script modified from Mesarcik et al. Paper