Difference between revisions of "Galaxy morphology auto classification"
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==projects== | ==projects== | ||
*Classification in parameter space (e.g. parameters from Sextractor) | |||
* Classification on images, CNN like technic | |||
:[[Morphology of Alfalfa galaxies]] | :*[[Morphology of Alfalfa galaxies]] | ||
* Pixel-based deep learning technic | |||
* Special objects from auto-classification | |||
==datasets== | ==datasets== | ||
Revision as of 05:02, 4 March 2021
- This page lists galaxy morphology auto classification projects for future 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 [1]
tools
- Morpheus [2]
references
- Deep learning for galaxy surface brightness profile fitting, MNRAS, Volume 475, Issue 1, March 2018 [3]
links
- THE COSMOSTATISTICS INITIATIVE [4]