When you introduce other colors into the photo, the color contrast will decrease. Even though yellow and purple are main colors in the left image below, the introduction of other colors (beige, red, and blue), makes the photo less dynamic. The image on the right is an example of good color contrast. There are few colors and more difference in mass between the two complementary colors.

Example photos with strong color contrast