Image-to-Image Workflows

Using a sketch or photo as a starting point and letting AI transform it into a finished artwork.

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Stable Diffusion image-to-image sketching and inpainting settings guide in Automatic1111

The core principle is conditional image generation where a base latent representation is perturbed by stochastic noise and guided by text prompts to create novel visual elements while preserving spec…