search

CosmoStat / ShapeDeconv

Repo for Machine Learning-based deconvolution
MIT License
7 stars 1 forks source link

Noise addition #10

Closed fadinammour closed 3 years ago

fadinammour commented 3 years ago

The noise addition should be done according to the section 4.1 of Deep Learning for space-variant deconvolution in galaxy surveys paper. For each image a SNR level in [20,100] is picked and the corresponding noise is applied to the image.

fadinammour commented 3 years ago

The noise was added in the preprocessing function according to the CFHT data simulation notebook.