CAST Strong Lensing Finder Deep Learning models

Deep Learning models used in the paper "Developing a Victorious Strategy to the Second Strong Gravitational
Lensing Data Challenge".

We share the  Deep Learning models weights trained using II Strong Lensing Gravitational Challenge dataset in the configurations presented in table 1  from the aforementioned paper. We also release notebooks with examples of usage and adaptation to other datasets in github.com/cdebom/cast_lensfinder.

The file names are structure as follows:

efn2_typeofentry_preprocessing_aug.tar.gz

where typeofentry is the input format according to table 1 in the paper and preprocessing can be chpre or newpre  is the preprocessing used in the II SLGC, and the novel proposed preprocessing for the paper, respectively.