dc2

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U-Net method for astro-denoise (deep-learning baseline)

python deep-learning astronomy pytorch lsst unet noise-reduction astronomical-images image-denoising fits dc2 vera-rubin-observatory

Windows Server

windows dns dhcp configuration dc1 windowserver dc2

Benchmarking noise-reduction methods on simulated Vera Rubin Observatory DC2 images: benchmark harness, science metrics and the no-processing control

BM3D method for astro-denoise (classical baseline); depends on the non-commercial bm3d package from Tampere University

python astronomy baseline lsst noise-reduction astronomical-images image-denoising fits bm3d dc2 vera-rubin-observatory

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