https://astrobackyard.com/starnet-astrophotography/
reply“StarNet is a neural network that can remove stars from images in one simple step leaving only the background. More technically, it is a convolutional residual net with encoder-decoder architecture and with L1, Adversarial and Perceptual losses.”
Your citation is a valid copy-paste from the website linked, but you haven't yet replied to the assertions of the parent comment. Could you, in your own words rather than someone else's, speak more about your concerns and address those assertions?
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