I am trying to get a desing similar to the following in one of my Activities layout:
That is:
- A white panel with 60% width of its parent. Center horizontally.
- Inside that white panel, a image with 60% width of the panel, center horizontally too.
I have been playing with Guidelines putting them at 0.2, 0.4, 0.6 and 0.8 horizonatlly without success. How can I get it?

You have to use a ConstraintLayout as the root layout, then set the width of your child to 0dp and width percent to .6 (this for the first container, 60%):
For the ImageView, it is 60% of a viewgroup that itself is 60%, so it needs to be 36% of the parent:
Another option is to make the ImageView parent a ConstraintLayout and then set the width of the ImageView to 60%, but that way your layout won't be flat.