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candels-blender's Issues

Handle multi-band CANDELS data

While the blend production has focused this far on single band (F160W) images, a huge interest of the CANDELS legacy dataset is to have access to seven color bands.
Hence, by tweaking the code a little bit it should be possible to incorporate these new bands and create realistic multi-band blends which could be useful for testing photometric redshifts accuracy on blends.

Produce HDF5 containers instead of several .npy binaries

The current version of the code produces several outputs named after their content (blends, flux, masks) and the subset which they belong to (train or test) and their provenance is essentially shown by the output folder they are in.

Producing a single container with all these inside, and easily accessible would be much simpler for handling comparison with different datasets/productions.

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