---
title: "ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Canny Controlnet"
platform: "Promptally"
canonical_url: "https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-canny-controlnet"
modality: "WORKFLOW"
category: "ComfyUI Workflows"
compatible_models: [Universal / Model Agnostic]
access_tier: "Free Public Artifact (No Auth Required)"
license: "MIT"
---

# ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Canny Controlnet

**Summary:** ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Canny Controlnet is a verified WORKFLOW blueprint on Promptally in ComfyUI Workflows optimized for leading AI models. Automated ComfyUI node graph blueprint for ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Canny Controlnet. Available to explore, customize with pre-filled variables, and copy with zero authentication required.

## Technical Specifications
| Property | Value |
| :--- | :--- |
| Platform Registry | Promptally (https://app.promptally.dev) |
| Modality | WORKFLOW |
| Category | ComfyUI Workflows |
| Compatible Engines | Universal / Model Agnostic |
| Dynamic Variables | None (Static Blueprint) |
| Approx. Token Length | 4,292 |
| Access Tier | Free Public Artifact (No Auth Required) |
| License | MIT |

### Pre-Filled Template & Production Source

```json
{
  "last_node_id": 58,
  "last_link_id": 145,
  "nodes": [
    {
      "id": 8,
      "type": "VAEDecode",
      "pos": [
        1621,
        267
      ],
      "size": {
        "0": 210,
        "1": 46
      },
      "flags": {},
      "order": 18,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 98
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 114,
          "slot_index": 1
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            9
          ],
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "VAEDecode"
      }
    },
    {
      "id": 42,
      "type": "CheckpointLoaderSimple",
      "pos": [
        960,
        96
      ],
      "size": {
        "0": 349.90911865234375,
        "1": 98
      },
      "flags": {},
      "order": 0,
      "mode": 0,
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            113
          ],
          "shape": 3,
          "slot_index": 0
        },
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": null,
          "shape": 3
        },
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            114
          ],
          "shape": 3,
          "slot_index": 2
        }
      ],
      "properties": {
        "Node name for S&R": "CheckpointLoaderSimple"
      },
      "widgets_values": [
        "stable_cascade_stage_b.safetensors"
      ]
    },
    {
      "id": 41,
      "type": "CheckpointLoaderSimple",
      "pos": [
        -261,
        356
      ],
      "size": {
        "0": 336,
        "1": 98
      },
      "flags": {},
      "order": 1,
      "mode": 0,
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            110
          ],
          "shape": 3,
          "slot_index": 0
        },
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            111,
            112
          ],
          "shape": 3,
          "slot_index": 1
        },
        {
          "name": "VAE",
          "type": "VAE",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CheckpointLoaderSimple"
      },
      "widgets_values": [
        "stable_cascade_stage_c.safetensors"
      ]
    },
    {
      "id": 46,
      "type": "Note",
      "pos": [
        1622,
        360
      ],
      "size": {
        "0": 210,
        "1": 73.69999694824219
      },
      "flags": {},
      "order": 2,
      "mode": 0,
      "properties": {
        "text": ""
      },
      "widgets_values": [
        "Stage a is what the VAE is called. It decodes the stage b latent into pixel space."
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 44,
      "type": "Note",
      "pos": [
        931,
        418
      ],
      "size": {
        "0": 272.0986633300781,
        "1": 138.81549072265625
      },
      "flags": {},
      "order": 3,
      "mode": 0,
      "properties": {
        "text": ""
      },
      "widgets_values": [
        "This is stage b where the low resolution stage c latent is passed to the stage b model as conditioning. Stage b takes the low resolution latent and upscales it to a higher resolution one. \n\n"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 9,
      "type": "SaveImage",
      "pos": [
        1864,
        269
      ],
      "size": {
        "0": 971.827392578125,
        "1": 1000.2752075195312
      },
      "flags": {},
      "order": 19,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 9
        }
      ],
      "properties": {},
      "widgets_values": [
        "ComfyUI"
      ]
    },
    {
      "id": 34,
      "type": "StableCascade_EmptyLatentImage",
      "pos": [
        210,
        725
      ],
      "size": {
        "0": 315,
        "1": 150
      },
      "flags": {},
      "order": 4,
      "mode": 0,
      "outputs": [
        {
          "name": "stage_c",
          "type": "LATENT",
          "links": [
            82
          ],
          "shape": 3,
          "slot_index": 0
        },
        {
          "name": "stage_b",
          "type": "LATENT",
          "links": [
            83
          ],
          "shape": 3,
          "slot_index": 1
        }
      ],
      "properties": {
        "Node name for S&R": "StableCascade_EmptyLatentImage"
      },
      "widgets_values": [
        1024,
        1024,
        42,
        1
      ]
    },
    {
      "id": 36,
      "type": "StableCascade_StageB_Conditioning",
      "pos": [
        960,
        240
      ],
      "size": {
        "0": 277.20001220703125,
        "1": 46
      },
      "flags": {},
      "order": 16,
      "mode": 0,
      "inputs": [
        {
          "name": "conditioning",
          "type": "CONDITIONING",
          "link": 116,
          "slot_index": 0
        },
        {
          "name": "stage_c",
          "type": "LATENT",
          "link": 88
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            86
          ],
          "shape": 3,
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "StableCascade_StageB_Conditioning"
      }
    },
    {
      "id": 49,
      "type": "ControlNetApplyAdvanced",
      "pos": [
        215,
        -25
      ],
      "size": {
        "0": 315,
        "1": 166
      },
      "flags": {},
      "order": 14,
      "mode": 0,
      "inputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 118
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 119
        },
        {
          "name": "control_net",
          "type": "CONTROL_NET",
          "link": 122
        },
        {
          "name": "image",
          "type": "IMAGE",
          "link": 145,
          "slot_index": 3
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "links": [
            120
          ],
          "shape": 3,
          "slot_index": 0
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "links": [
            142
          ],
          "shape": 3,
          "slot_index": 1
        }
      ],
      "properties": {
        "Node name for S&R": "ControlNetApplyAdvanced"
      },
      "widgets_values": [
        1,
        0,
        1
      ]
    },
    {
      "id": 54,
      "type": "ImageScale",
      "pos": [
        -767,
        56
      ],
      "size": {
        "0": 315,
        "1": 130
      },
      "flags": {},
      "order": 11,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 130
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            131
          ],
          "shape": 3,
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "ImageScale"
      },
      "widgets_values": [
        "nearest-exact",
        224,
        224,
        "disabled"
      ]
    },
    {
      "id": 50,
      "type": "LoadImage",
      "pos": [
        -1134,
        44
      ],
      "size": {
        "0": 315,
        "1": 314
      },
      "flags": {},
      "order": 5,
      "mode": 0,
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            130
          ],
          "shape": 3,
          "slot_index": 0
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
        "example.png",
        "image"
      ]
    },
    {
      "id": 52,
      "type": "PreviewImage",
      "pos": [
        -577,
        291
      ],
      "size": {
        "0": 258.7429504394531,
        "1": 284.9209899902344
      },
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 144
        }
      ],
      "properties": {
        "Node name for S&R": "PreviewImage"
      }
    },
    {
      "id": 6,
      "type": "CLIPTextEncode",
      "pos": [
        96,
        287
      ],
      "size": {
        "0": 432,
        "1": 192
      },
      "flags": {},
      "order": 9,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 111
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            116,
            118
          ],
          "slot_index": 0
        }
      ],
      "title": "CLIP Text Encode (Positive Prompt)",
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "widgets_values": [
        "evening sunset scenery blue sky nature, glass bottle with a fizzy ice cold freezing rainbow liquid in it"
      ],
      "color": "#232",
      "bgcolor": "#353"
    },
    {
      "id": 7,
      "type": "CLIPTextEncode",
      "pos": [
        43,
        516
      ],
      "size": {
        "0": 432,
        "1": 96
      },
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 112
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            117,
            119
          ],
          "slot_index": 0
        }
      ],
      "title": "CLIP Text Encode (Negative Prompt)",
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "widgets_values": [
        "text, watermark"
      ],
      "color": "#322",
      "bgcolor": "#533"
    },
    {
      "id": 51,
      "type": "Canny",
      "pos": [
        -394,
        56
      ],
      "size": {
        "0": 315,
        "1": 82
      },
      "flags": {},
      "order": 12,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 131
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            144,
            145
          ],
          "shape": 3,
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "Canny"
      },
      "widgets_values": [
        0.3,
        0.7000000000000001
      ]
    },
    {
      "id": 47,
      "type": "ControlNetLoader",
      "pos": [
        -245,
        -60
      ],
      "size": [
        381.5635253906248,
        58
      ],
      "flags": {},
      "order": 6,
      "mode": 0,
      "outputs": [
        {
          "name": "CONTROL_NET",
          "type": "CONTROL_NET",
          "links": [
            122
          ],
          "shape": 3,
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "ControlNetLoader"
      },
      "widgets_values": [
        "stable_cascade_canny.safetensors"
      ]
    },
    {
      "id": 43,
      "type": "Note",
      "pos": [
        -242,
        502
      ],
      "size": {
        "0": 287.48663330078125,
        "1": 173.3572998046875
      },
      "flags": {},
      "order": 7,
      "mode": 0,
      "properties": {
        "text": ""
      },
      "widgets_values": [
        "This is stage c, the model generates a low resolution latent, the default compression of 42 means that the width and height of the stage c latent are 1024 divided by 42."
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 58,
      "type": "Note",
      "pos": [
        -743,
        -179
      ],
      "size": {
        "0": 287.48663330078125,
        "1": 173.3572998046875
      },
      "flags": {},
      "order": 8,
      "mode": 0,
      "properties": {
        "text": ""
      },
      "widgets_values": [
        "Images are scaled to 224x224 in the reference implementation before being passed to the canny filter.\n\nIncreasing this resolution a bit might give sharper results."
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 33,
      "type": "KSampler",
      "pos": [
        1278,
        265
      ],
      "size": {
        "0": 315,
        "1": 262
      },
      "flags": {},
      "order": 17,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 113,
          "slot_index": 0
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 86
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 117
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 83
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            98
          ],
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "KSampler"
      },
      "widgets_values": [
        951405158245073,
        "randomize",
        10,
        1.1,
        "euler_ancestral",
        "simple",
        1
      ]
    },
    {
      "id": 3,
      "type": "KSampler",
      "pos": [
        552,
        293
      ],
      "size": {
        "0": 315,
        "1": 262
      },
      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 110,
          "slot_index": 0
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 120
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 142
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 82
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            88
          ],
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "KSampler"
      },
      "widgets_values": [
        784805947292946,
        "randomize",
        20,
        4,
        "euler_ancestral",
        "simple",
        1
      ]
    }
  ],
  "links": [
    [
      9,
      8,
      0,
      9,
      0,
      "IMAGE"
    ],
    [
      82,
      34,
      0,
      3,
      3,
      "LATENT"
    ],
    [
      83,
      34,
      1,
      33,
      3,
      "LATENT"
    ],
    [
      86,
      36,
      0,
      33,
      1,
      "CONDITIONING"
    ],
    [
      88,
      3,
      0,
      36,
      1,
      "LATENT"
    ],
    [
      98,
      33,
      0,
      8,
      0,
      "LATENT"
    ],
    [
      110,
      41,
      0,
      3,
      0,
      "MODEL"
    ],
    [
      111,
      41,
      1,
      6,
      0,
      "CLIP"
    ],
    [
      112,
      41,
      1,
      7,
      0,
      "CLIP"
    ],
    [
      113,
      42,
      0,
      33,
      0,
      "MODEL"
    ],
    [
      114,
      42,
      2,
      8,
      1,
      "VAE"
    ],
    [
      116,
      6,
      0,
      36,
      0,
      "CONDITIONING"
    ],
    [
      117,
      7,
      0,
      33,
      2,
      "CONDITIONING"
    ],
    [
      118,
      6,
      0,
      49,
      0,
      "CONDITIONING"
    ],
    [
      119,
      7,
      0,
      49,
      1,
      "CONDITIONING"
    ],
    [
      120,
      49,
      0,
      3,
      1,
      "CONDITIONING"
    ],
    [
      122,
      47,
      0,
      49,
      2,
      "CONTROL_NET"
    ],
    [
      130,
      50,
      0,
      54,
      0,
      "IMAGE"
    ],
    [
      131,
      54,
      0,
      51,
      0,
      "IMAGE"
    ],
    [
      142,
      49,
      1,
      3,
      2,
      "CONDITIONING"
    ],
    [
      144,
      51,
      0,
      52,
      0,
      "IMAGE"
    ],
    [
      145,
      51,
      0,
      49,
      3,
      "IMAGE"
    ]
  ],
  "groups": [
    {
      "title": "Stage B",
      "bounding": [
        877,
        -63,
        736,
        662
      ],
      "color": "#8A8",
      "font_size": 24
    },
    {
      "title": "Stage C",
      "bounding": [
        -284,
        188,
        1159,
        491
      ],
      "color": "#b06634",
      "font_size": 24
    }
  ],
  "config": {},
  "extra": {},
  "version": 0.4
}
```

## Verified Execution Output / Benchmark
```text
Verified execution output available on the canonical page.
```

## Related Blueprints on Promptally
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Gligen Textbox Example](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-gligen-textbox-example)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Text To Image](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-text-to-image)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image Remixing Multiple](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-remixing-multiple)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image Remixing](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-remixing)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Inpaint Controlnet](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-inpaint-controlnet)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Stable Cascade Image To Image](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-stable-cascade-image-to-image)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Text To Video Cosmos 7b](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-text-to-video-cosmos-7b)
- [ComfyUI Workflow to ComfyUI Workflow for ComfyUI Workflow for Image To Video Cosmos 7b](https://app.promptally.dev/p/comfyui-comfyui-workflow-for-comfyui-workflow-for-image-to-video-cosmos-7b)