Deep Generative Model Samples
<p>This dataset contains the main results of <em>Deep Generative Models for Galaxy Image Simulations</em> (Lanusse et al. 2020).</p> <p>It consists of tuples of postage stamps of HST/ACS COSMOS galaxies, corresponding parametric light profiles, and samples from a Deep Generative Model conditioned on size, magnitude, and redshift of the corresponding real galaxies. For each tuple, the dataset also contains morphological statitics computed on each stamp.</p> <p>The details of the creation of this dataset and how to use it to reproduce the plots of the paper can be found at https://github.com/McWilliamsCenter/deep_galaxy_models .</p>
ShareScore
36/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 4
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 4