Detail

Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey

mschwarting_anl/galaxy_catalog_des
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Khan Asad; E.A. Huerta; Sibo Wang; Robert Gruendl; Elise Jennings; Huiho Zheng
Keras Model
Deep NN
astronomy dark energy survey classification

Input

Image of a galaxy
Type: ndarray
Shape: ['None', '224', '224', '3']

Output

Probabilities of being a elliptical or spiral galaxy
Type: ndarray
Shape: ['None', '2']

Run with DLHub SDK

from dlhub_sdk.client import DLHubClient
X = get_my_data() #replace this
dl = DLHubClient()
dl.run('mschwarting_anl/galaxy_catalog_des', X)

Get More Info with DLHub SDK

from dlhub_sdk.client import DLHubClient
dl = DLHubClient()
dl.describe_servable('mschwarting_anl/galaxy_catalog_des')

DLHub SDK Installation

pip install dlhub_sdk

DLHub SDK documentation