Img2Img-ControlNetXL-Canny — Img2Img AI Model

Generate an SDXL image that follows an edge map: give it Canny outlines plus a prompt and the result keeps that structure. Sticks to the lines more tightly than the Union variant. Outputs up to 1024×1024.

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Details

  • CategoryImg2Img
  • Year2024
  • LicenseApache-2.0

Compliance & Provenance

  • ProviderOpen-source (xinsir) · Specialized
  • EU AI Act RiskMinimal Risk
  • Art. 50 TransparencyNot applicable

Inputs & Outputs

  • Canny Edge MapInput · image

    Canny edge map produced by the Annotator-CannyEdge node. White edges on black background. The control image is resized to match the output resolution.

  • TextInput · string

    Text prompt describing the desired output image. SDXL responds best to detailed English prompts. Include subject, style, lighting, and mood.

  • ImageOutput · image

    Generated image whose structure follows the canny edges, guided by the text prompt.

Tags

  • controlnet
  • image-control
  • sdxl
  • guided-generation
  • canny
  • edge-detection
  • apache-2.0

Alternatives in Image Control

  • ControlNet XL Union

    Guided SDXL image generation from a control image + text prompt. One model, 6 modes: canny, depth, openpose, hed, normal, segment. Outputs up to 1024×1024.

  • Depth Anything Annotator

    Monocular depth estimation (Depth Anything V1 Large).

Resources