To have much Imagination, you need to be good in visualisation: the art to see things in your mind...
You can train visualisation
Example: put an apple before you, examine it, smell it, touch it,...
then close your eyes... see the apple before your mind... look at it, see every little piece of it, try to smell it again... turn it around, all in your mind...