@thatguyoverthere light pollution will raise the noise floor but a telescope will be able to work with that to some degree; longer exposure/greater magnification should both help but there will be a limit as to what you can acheive
@thatguyoverthere although tbh the more I think about it the tougher it seems
@thatguyoverthere timing and filters will play a larger role than any machine learning stuff