To make picture colors darker, you can adjust the contrast and brightness settings in image editing software. Increasing contrast enhances the difference between dark and light areas, making colors appear darker. Additionally, lowering the brightness can also contribute to darker colors. Common software for this task includes Adobe Photoshop, GIMP, and Lightroom.