This repository provides a common location for high-contrast imaging datasets in an easy-to-consume interface.
The following datasets are provided:
HR8799- HR8799 taken with NIRC2/Vortex Coronagraph
BetaPictoris- Beta Pictoris taken with NaCo IRDIS
V471Tau- V 471 Tau IFS data cube taken with VLT/SPHERE
For the datasets provided, take a look at their docstrings to see a description and the available fields, for example
or directly query using
julia> keys(HCIDatasets.HR8799) (:cube, :pa)
We can load the ADI cube and parallactic angles in this instance, just like a dictionary
julia> cube = HCIDatasets.HR8799[:cube] julia> cube, angles = HCIDatasets.BetaPictoris[:cube, :pa]
and we can get the keys or iterate over the pairs
julia> using HCIDatasets: HR8799 julia> keys(HR8799) (:cube, :pa) julia> pairs(HR8799) |> collect (:cube => Float32[ ... ], :pa => Float32[ ... ])
The datasets provided here are supplied via DataDeps.jl. The first time you try accessing a dataset you will prompted to download the necessary files. For more information about options for where this data is saved and how it is loaded, see the documentation.
Note: for package writers using this for testing with CI- DataDeps.jl can be set to automatically download via the environment variable
DATADEPS_ALWAYS_ACCEPT=true, which will need to be set in your CI environment.
Adding a Dataset
If you would like to add a dataset, please upload it to zenodo and then file a pull request with the corresponding code additions. The code behind HCIDatasets.jl is very simple: browse the
HR8799.jl file to get an idea of the process.
The code is under an MIT license (see LICENSE). Each dataset may have its own license or citations. Please provide attribution for the original data providers when making use of their data!