Classification of simulated strong lensing images

This repository contains the solution submitted as a part of the classification challenge under the Strong Lensing Challenge.

Results

Loss	ROC curve

• The AUC score achieved on the provided testing set (named as val) is ~0.9918.

References

1. Alexander, S., Gleyzer, S., McDonough, E., Toomey, M., & Usai, E. (2020). Deep Learning the Morphology of Dark Matter Substructure. The Astrophysical Journal, 893(1), 15. doi: 10.3847/1538-4357/ab7925.