{
  "last_node_id": 15,
  "nodes": [
    {
      "id": 1,
      "type": "CheckpointLoaderSimple",
      "pos": [
        50,
        100
      ],
      "widgets_values": [
        "diffusers/stable-diffusion-xl-base-1.0"
      ],
      "title": "SDXL Checkpoint Loader",
      "flags": {},
      "order": 0,
      "mode": 0,
      "properties": {
        "Node name for S&R": "CheckpointLoaderSimple"
      },
      "size": {
        "0": 350,
        "1": 100
      }
    },
    {
      "id": 2,
      "type": "LoadImage",
      "pos": [
        50,
        300
      ],
      "widgets_values": [
        "control_depth.png",
        "image"
      ],
      "title": "API Depth Control Image",
      "flags": {},
      "order": 1,
      "mode": 0,
      "properties": {
        "Node name for S&R": "LoadImage"
      },
      "size": {
        "0": 350,
        "1": 100
      }
    },
    {
      "id": 3,
      "type": "LoadImage",
      "pos": [
        50,
        650
      ],
      "widgets_values": [
        "control_canny.png",
        "image"
      ],
      "title": "API Canny Control Image",
      "flags": {},
      "order": 2,
      "mode": 0,
      "properties": {
        "Node name for S&R": "LoadImage"
      },
      "size": {
        "0": 350,
        "1": 100
      }
    },
    {
      "id": 4,
      "type": "ControlNetLoader",
      "pos": [
        450,
        100
      ],
      "widgets_values": [
        "control_v11p_sd15_depth"
      ],
      "title": "Depth ControlNet Loader",
      "flags": {},
      "order": 3,
      "mode": 0,
      "properties": {
        "Node name for S&R": "ControlNetLoader"
      },
      "size": {
        "0": 350,
        "1": 100
      }
    },
    {
      "id": 5,
      "type": "ControlNetLoader",
      "pos": [
        450,
        300
      ],
      "widgets_values": [
        "control_v11p_sd15_canny"
      ],
      "title": "Canny ControlNet Loader",
      "flags": {},
      "order": 4,
      "mode": 0,
      "properties": {
        "Node name for S&R": "ControlNetLoader"
      },
      "size": {
        "0": 350,
        "1": 100
      }
    },
    {
      "id": 6,
      "type": "ControlNetApplyAdvanced",
      "pos": [
        800,
        100
      ],
      "widgets_values": [
        0.8,
        0.0,
        1.0
      ],
      "title": "Apply Depth Control",
      "flags": {},
      "order": 5,
      "mode": 0,
      "properties": {
        "Node name for S&R": "ControlNetApplyAdvanced"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    },
    {
      "id": 7,
      "type": "ControlNetApplyAdvanced",
      "pos": [
        800,
        350
      ],
      "widgets_values": [
        0.7,
        0.0,
        1.0
      ],
      "title": "Apply Canny Control",
      "flags": {},
      "order": 6,
      "mode": 0,
      "properties": {
        "Node name for S&R": "ControlNetApplyAdvanced"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    },
    {
      "id": 8,
      "type": "CLIPTextEncode",
      "pos": [
        450,
        600
      ],
      "widgets_values": [
        "Detailed scene with precise composition"
      ],
      "title": "API Positive Prompt",
      "flags": {},
      "order": 7,
      "mode": 0,
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "size": {
        "0": 400,
        "1": 200
      }
    },
    {
      "id": 9,
      "type": "CLIPTextEncode",
      "pos": [
        450,
        850
      ],
      "widgets_values": [
        "blurry, low quality"
      ],
      "title": "API Negative Prompt",
      "flags": {},
      "order": 8,
      "mode": 0,
      "properties": {
        "Node name for S&R": "CLIPTextEncode"
      },
      "size": {
        "0": 400,
        "1": 200
      }
    },
    {
      "id": 10,
      "type": "EmptyLatentImage",
      "pos": [
        800,
        700
      ],
      "widgets_values": [
        1024,
        1024,
        1
      ],
      "title": "API Latent Config",
      "flags": {},
      "order": 9,
      "mode": 0,
      "properties": {
        "Node name for S&R": "EmptyLatentImage"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    },
    {
      "id": 11,
      "type": "KSampler",
      "pos": [
        1150,
        100
      ],
      "widgets_values": [
        42,
        "fixed",
        30,
        7.5,
        "dpmpp_2m",
        "karras",
        1
      ],
      "title": "Multi-ControlNet Sampler",
      "flags": {},
      "order": 10,
      "mode": 0,
      "properties": {
        "Node name for S&R": "KSampler"
      },
      "size": {
        "0": 315,
        "1": 474
      }
    },
    {
      "id": 12,
      "type": "VAEDecode",
      "pos": [
        1500,
        100
      ],
      "title": "VAE Decode",
      "flags": {},
      "order": 11,
      "mode": 0,
      "properties": {
        "Node name for S&R": "VAEDecode"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    },
    {
      "id": 13,
      "type": "PreviewImage",
      "pos": [
        1800,
        100
      ],
      "title": "Preview Output",
      "flags": {},
      "order": 12,
      "mode": 0,
      "properties": {
        "Node name for S&R": "PreviewImage"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    },
    {
      "id": 14,
      "type": "SaveImage",
      "pos": [
        1800,
        450
      ],
      "widgets_values": [
        "controlnet_fusion_output"
      ],
      "title": "API Image Output",
      "flags": {},
      "order": 13,
      "mode": 0,
      "properties": {
        "Node name for S&R": "SaveImage"
      },
      "size": {
        "0": 315,
        "1": 100
      }
    }
  ],
  "extra": {
    "workflow_info": {
      "name": "ControlNet Fusion Production",
      "version": "1.0.0",
      "description": "Multi-ControlNet workflow for precise composition control. Combine depth, canny, pose, or other controls for exact image generation.",
      "category": "advanced",
      "tags": [
        "controlnet",
        "multi-control",
        "fusion",
        "advanced",
        "production"
      ],
      "requirements": {
        "models": [
          "stable-diffusion-xl-base-1.0",
          "controlnet-depth",
          "controlnet-canny"
        ],
        "custom_nodes": [
          "ComfyUI-Advanced-ControlNet"
        ],
        "vram_min": "20GB"
      },
      "parameters": {
        "depth_control": {
          "node_id": 2,
          "type": "image",
          "required": false
        },
        "canny_control": {
          "node_id": 3,
          "type": "image",
          "required": false
        },
        "depth_strength": {
          "node_id": 6,
          "type": "float",
          "default": 0.8
        },
        "canny_strength": {
          "node_id": 7,
          "type": "float",
          "default": 0.7
        }
      },
      "performance": {
        "avg_generation_time": "45-70 seconds",
        "vram_usage": "~18-22GB"
      },
      "use_cases": [
        "Architectural visualization",
        "Product photography",
        "Precise composition control",
        "3D-to-2D rendering"
      ]
    }
  },
  "version": 0.4,
  "links": [],
  "last_link_id": 0
}