Glossary
Image-to-Image
Image-to-image is AI that transforms an existing picture into a new one, guided by a prompt.
Image-to-image is a type of AI generation that transforms an existing picture into a new one, using your image as a starting point and a text prompt to guide the changes. Instead of inventing a design from scratch, the model keeps elements of the original, such as its composition, pose, or shapes, while restyling or reimagining it according to your instructions. You might feed in a rough sketch, a photo, or an earlier design, then ask the model to render it as fine-line work, add color, or shift it into a different artistic style. For tattoo planning, image-to-image is powerful because it lets you build on something concrete. A pencil doodle can become a polished concept, a favorite photograph can be reinterpreted as illustrative art, or an existing design can be nudged toward the look you want without starting over. This keeps the parts you love while exploring variations. It differs from text-to-image, which generates a picture from words alone with no source image. A setting often called strength or denoising controls how much the result departs from your input, from subtle refinement to dramatic reinvention. Tools like wizard.tattoo's Design Forge offer image-to-image so you can iterate on real references, helping you arrive at a tattoo concept that feels personal and intentional before refining it further.