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SD3.5 Large Canny ControlNet - After
SD3.5 Large Canny ControlNet - Before

This ComfyUI workflow leverages the power of Stable Diffusion 3.5 (SD3.5) combined with ControlNet's Canny edge detection to generate images that are guided by precise edge outlines. The workflow begins by loading the necessary models using nodes like CheckpointLoaderSimple and ControlNetLoader. It then processes an input image through a Canny edge detection node, which extracts the prominent edges of the image. These edges serve as a guide for the SD3.5 model to generate new images that maintain the structural integrity of the original input. This method is particularly useful for creating highly detailed and structured images, as it allows for the synthesis of new visuals while preserving the essential outlines of the source image.