Difference between revisions of "Galaxy morphology auto classification"

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==datasets==
==datasets==
*galaxy zoo [https://data.galaxyzoo.org/]
*galaxy zoo data [https://data.galaxyzoo.org/]
* DESI Legacy Imaging Surveys [https://www.legacysurvey.org/dr9/files/]


==tools==
==tools==

Revision as of 05:13, 4 March 2021

  • This page makes collections for galaxy morphology auto classification project of CSST image survey

projects

  • Classification in parameter space (e.g. parameters from Sextractor)
  • Classification on images, CNN like technic
  • Pixel-based deep learning technic
  • Special objects from auto-classification

datasets

  • galaxy zoo data [1]
  • DESI Legacy Imaging Surveys [2]

tools


references

  1. Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [4]

links

  • THE COSMOSTATISTICS INITIATIVE [5]