This node is designed for upscaling images using a specified upscale model. It efficiently manages the upscaling process by adjusting the image to the appropriate device, optimizing memory usage, and applying the upscale model in a tiled manner to prevent potential out-of-memory errors.

## Inputs

| Parameter | Description | Comfy dtype |
| --- | --- | --- |
| `upscale_model` | The upscale model to be used for upscaling the image. It is crucial for defining the upscaling algorithm and its parameters. | `UPSCALE_MODEL` |
| `image` | The image to be upscaled. This input is essential for determining the source content that will undergo the upscaling process. | `IMAGE` |

## Outputs

| Parameter | Description | Data Type |
| --- | --- | --- |
| `image` | The upscaled image, processed by the upscale model. This output is the result of the upscaling operation, showcasing the enhanced resolution or quality. | `IMAGE` |

> 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/ImageUpscaleWithModel/en.md)