A deep red gradient image is a visual representation that transitions smoothly from a dark red color to a lighter shade of red. It is often used in design, web development, and art to create a sense of depth or to convey a specific mood. Gradient images are created by blending two or more colors together over a surface, resulting in a smooth color transition.