A new and distinct cultivar of Petunia plant named ‘Duesunpkmorn’, characterized by its semi-mounding to semi-trailing plant habit; moderately vigorous growth habit; freely branching habit; early and freely flowering habit; medium to large-size flowers with intense red purple-colored petals and yellow green-colored centers; and good garden performance.