Aren’t you confused ..? This is not the case with the venus we are familiar with. Then how can this be fixed ..?
All those images were taken to study the surface of the venus and clouds in the UV and IR spectrum. These are the pictures of venus that we are familiar with on social media. But this is not the real color.
Post This post is about combining images of venus taken by the Galileo spacecraft and the Cassini spacecraft in their missions.
That is, when we board a spaceship and approach Venus and look out of its window, the probability that we will see Venus is approximately the same (except that the brightness is also reduced).