Stable Diffusion: Unterschied zwischen den Versionen
Anlumo (Diskussion | Beiträge) K pencil drawings example |
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* Image-to-image: Take an image as input and modify it based on a text prompt. This can be used for style transfer for example, or taking the composition of another image for a new creation. ([https://www.reddit.com/r/StableDiffusion/comments/1196vyi example]) | * Image-to-image: Take an image as input and modify it based on a text prompt. This can be used for style transfer for example, or taking the composition of another image for a new creation. ([https://www.reddit.com/r/StableDiffusion/comments/1196vyi example]) | ||
* Inpainting: Same as image-to-image, but only modify a part of the image. This can be used to add or remove details in images, for example. ([https://www.reddit.com/r/StableDiffusion/comments/11gbijd example]) | * Inpainting: Same as image-to-image, but only modify a part of the image. This can be used to add or remove details in images, for example. ([https://www.reddit.com/r/StableDiffusion/comments/11gbijd example]) | ||
* Controlnet: Applicable to any of the above. Take a reference image, extract some property of it, like the pose of a person or a depth map, and nudge the AI to generate one of the above outputs with this extra information ([https://www.reddit.com/r/StableDiffusion/comments/11fn96y example]). This can also be used in text-to-image to convert a pencil sketch to a photorealistic image, for example. | * Controlnet: Applicable to any of the above. Take a reference image, extract some property of it, like the pose of a person or a depth map, and nudge the AI to generate one of the above outputs with this extra information ([https://www.reddit.com/r/StableDiffusion/comments/11fn96y example]). This can also be used in text-to-image to convert a pencil sketch to a photorealistic image, for example ([https://www.reddit.com/r/StableDiffusion/comments/11h0m9v example]). | ||
* Upscaling of images: This can increase the resolution of an image by adding details that weren't in the original image (like individual strands of hair). Usually this is used to increase the low resolution output of the techniques above to usable resolutions. | * Upscaling of images: This can increase the resolution of an image by adding details that weren't in the original image (like individual strands of hair). Usually this is used to increase the low resolution output of the techniques above to usable resolutions. | ||