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SDXL ControlNet Union

An efficent SDXL multi-controlnet image-to-image model.

Input

Fields marked * are required. Review the price before generating.

The prompt to use for generating the image. Be as descriptive as possible for best results.

The URL of the image to use as a starting point for the generation.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The size of the generated image. Leave it none to automatically infer from the control image.

The number of images to generate.

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

The URL of the control image.

Uploading a file needs an account. Create accountJPEG, PNG, WebP · up to 25 MB

Additional settings

The scale of the controlnet conditioning.

Tips and requirements

The negative prompt to use.Use it to address details that you don't want in the image. This could be colors, objects, scenery and even the small details (e.g. moustache, blurry, low resolution).

The number of inference steps to perform.

Tips and requirements

The CFG (Classifier Free Guidance) scale is a measure of how close you want the model to stick to your prompt when looking for a related image to show you.

determines how much the generated image resembles the initial image

The same seed and the same prompt given to the same version of Stable Diffusion will output the same image every time.

The list of LoRA weights to use.

The list of embeddings to use.

If set to true, the prompt will be expanded with additional prompts.

The format of the generated image.

Tips and requirements

If set to true, the aspect ratio of the generated image will be preserved even if the image size is too large. However, if the image is not a multiple of 32 in width or height, it will be resized to the nearest multiple of 32. By default, this snapping to the nearest multiple of 32 will not preserve the aspect ratio. Set crop_output to True, to crop the output to the proper aspect ratio after generating.

If set to true, the output cropped to the proper aspect ratio after generating.

Whether to preprocess the openpose image.

Whether to preprocess the depth image.

Whether to preprocess the teed image.

Whether to preprocess the canny image.

Whether to preprocess the normal image.

Whether to preprocess the segmentation image.

Price$0.60 / run

You sign up first. Your settings are kept.

API code for this input

Complete the required fields and fix input errors to see API code.

How to use SDXL ControlNet Union

Getting started

Combine structural controls for an SDXL scene with ControlNet Union. Begin with one control type so its effect is easy to judge.

Review your result

Check alignment between control maps and whether added controls conflict with one another.

Inputs and settings

Send prompt and the matching control URL, such as depth_image_url or canny_image_url.

Use the corresponding preprocess switch for that input. Different editing modes require their own image or mask fields.

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