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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

ParameterDescriptionComfy dtype
upscale_modelThe upscale model to be used for upscaling the image. It is crucial for defining the upscaling algorithm and its parameters.UPSCALE_MODEL
imageThe image to be upscaled. This input is essential for determining the source content that will undergo the upscaling process.IMAGE

Outputs

ParameterDescriptionData Type
imageThe upscaled image, processed by the upscale model. This output is the result of the upscaling operation, showcasing the enhanced resolution or quality.IMAGE
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