The Registry of Open Data on AWS is now available on AWS Data Exchange
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Pan-STARSS imaging data and associated labels for galaxy segmentation into galactic centers, galactic bars, spiral arms and foreground stars derived from citizen scientist labels from the Galaxy Zoo: 3D project.
There are no restrictions on the use of this data.
Pan-STARRS Pixel Processing: Detrending, Warping, Stacking by C. Z. Waters, E. A. Magnier, P. A. Price, K. C. Chambers, W. S. Burgett, P. W. Draper, H. A. Flewelling, K. W. Hodapp, M. E. Huber, R. Jedicke, N. Kaiser, R.-P. Kudritzki, R. H. Lupton, N. Metcalfe, A. Rest, W. E. Sweeney, J. L. Tonry, R. J. Wainscoat, and W. M. Wood-Vase
Resources on AWS
NASA APD Galaxy Sementation dataset consisting of astronomical FITS data format images