I want my image to look exactly the same every time - how do I achieve this?
Diffusion model image generators are created with the intention of inferring and abstracting on a multitude of visual subjects. This means, by default, images are unique.
However, there are situations where a user may not want as much variety in their output. They can achieve a more narrow range of output by using seeds, using img2img on a low setting, or intentionally overfitting.
Intentional overfitting is the most risky approach, as overfit images have a tendency to create noise and poor outputs. We recommend either utilizing seeds or img2img (coming soon!) to achieve best results.
Take a look on our[ overfitting video ](https://scenario.crisp.help/en/article/video-tutorial-what-is-overfitting-1cea93x/)for a better idea of what that might look like.
However, there are situations where a user may not want as much variety in their output. They can achieve a more narrow range of output by using seeds, using img2img on a low setting, or intentionally overfitting.
Intentional overfitting is the most risky approach, as overfit images have a tendency to create noise and poor outputs. We recommend either utilizing seeds or img2img (coming soon!) to achieve best results.
Take a look on our[ overfitting video ](https://scenario.crisp.help/en/article/video-tutorial-what-is-overfitting-1cea93x/)for a better idea of what that might look like.
Updated on: 16/01/2023
Thank you!