> ## Documentation Index
> Fetch the complete documentation index at: https://dripart-docs-router-model-page-pilot.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# StableCascade_SuperResolutionControlnet - ComfyUI Built-in Node Documentation

> The StableCascadeSuperResolutionControlnet node prepares inputs for Stable Cascade super-resolution processing.

The StableCascade\_SuperResolutionControlnet node prepares inputs for Stable Cascade super-resolution processing. It takes an input image and encodes it using a VAE to create controlnet input, while also generating placeholder latent representations for stage C and stage B of the Stable Cascade pipeline.

## Inputs

| Parameter | Description                                                                                                                     | Data Type | Required | Range |
| --------- | ------------------------------------------------------------------------------------------------------------------------------- | --------- | -------- | ----- |
| `image`   | The input image to be processed for super-resolution. Only the first 3 color channels (RGB) of the image are used for encoding. | IMAGE     | Yes      | -     |
| `vae`     | The VAE model used to encode the input image                                                                                    | VAE       | Yes      | -     |

## Outputs

| Output Name        | Description                                                                                                                                                           | Data Type |
| ------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------- |
| `controlnet_input` | The VAE-encoded image representation suitable for controlnet input                                                                                                    | IMAGE     |
| `stage_c`          | Placeholder (zero-filled) latent representation for stage C of Stable Cascade processing, with 16 channels and dimensions based on the input image size divided by 16 | LATENT    |
| `stage_b`          | Placeholder (zero-filled) latent representation for stage B of Stable Cascade processing, with 4 channels and dimensions based on the input image size divided by 2   | LATENT    |

> This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! [Edit on GitHub](https://github.com/Comfy-Org/embedded-docs/blob/main/comfyui_embedded_docs/docs/StableCascade_SuperResolutionControlnet/en.md)

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