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Einstein-Chwolson-ring-Classifier

A Keras model to classify Gravitational lensing structures. Checkout the classifier model at https://einstein-chwolson-ring-classifier.streamlit.app/

More about Dark matter substructures can be found in this paper :- https://arxiv.org/pdf/1909.07346.pdf

The model classifies the Dark matter substructure into the following three classes,

No Substructure: Gravitational Lensing Images simulated with no substructure

no substructure (no substructure)

Spherical Substructure: Gravitational Lensing Images simulated with Cold dark matter

sphere substructure (sphere substructure)

Vortex Substructure: Gravitational Lensing Images simulated with the superfluid dark matter

vort substructure (vort substructure)