> ## Documentation Index
> Fetch the complete documentation index at: https://dripart-feat-openapi-i18n.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# StableCascade_SuperResolutionControlnet - ComfyUI Built-in Node Documentation

> Complete documentation for the StableCascade_SuperResolutionControlnet node in ComfyUI. Learn its inputs, outputs, parameters and usage.

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 | IMAGE     | Yes      | -     |
| `vae`     | The VAE model used to encode the input image         | VAE       | Yes      | -     |

## Outputs

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