You can play each puzzle with different cuts of pieces, BrainsBreaker offers many to choose from.
Each shape has its own snag and beauty and a different strategy and experience when solving the puzzle.
You can download the puzzle of the image above (Van Gogh's painting Room at Arles)
from here and once installed, choose the shape of pieces you want.