Junst-ComfyUI-Concept-Diffusion/example_workflow.json

{
  "last_node_id": 10,
  "last_link_id": 11,
  "nodes": [
    {
      "id": 1,
      "type": "LoadImage",
      "pos": [100, 100],
      "size": {"0": 315, "1": 314},
      "flags": {},
      "order": 0,
      "mode": 0,
      "outputs": [
        {"name": "IMAGE", "type": "IMAGE", "links": [1], "slot_index": 0}
      ],
      "properties": {"Node name for S&R": "LoadImage"},
      "widgets_values": ["example_image.png", "image"]
    },
    {
      "id": 2,
      "type": "CheckpointLoaderSimple",
      "pos": [100, 500],
      "size": {"0": 315, "1": 98},
      "flags": {},
      "order": 1,
      "mode": 0,
      "outputs": [
        {"name": "MODEL", "type": "MODEL", "links": [2], "slot_index": 0},
        {"name": "CLIP", "type": "CLIP", "links": [3], "slot_index": 1}
      ],
      "properties": {"Node name for S&R": "CheckpointLoaderSimple"},
      "widgets_values": ["flux1-dev.safetensors"]
    },
    {
      "id": 3,
      "type": "ConceptAttentionNode",
      "pos": [500, 100],
      "size": {"0": 400, "1": 400},
      "flags": {},
      "order": 2,
      "mode": 0,
      "inputs": [
        {"name": "model", "type": "MODEL", "link": 2},
        {"name": "clip", "type": "CLIP", "link": 3},
        {"name": "image", "type": "IMAGE", "link": 1}
      ],
      "outputs": [
        {"name": "concept_maps", "type": "CONCEPT_MAPS", "links": [4, 5], "slot_index": 0},
        {"name": "visualized_image", "type": "IMAGE", "links": [6], "slot_index": 1}
      ],
      "properties": {"Node name for S&R": "ConceptAttentionNode"},
      "widgets_values": ["Elderly woman character with white hair and a red dress holding a cane and accompanied by a small white cat on her shoulder. Cartoon style with smooth lines and exaggerated facial features offering a whimsical and friendly appearance. Her name is abae.", 20, 0]
    },
    {
      "id": 4,
      "type": "ConceptSaliencyMapNode",
      "pos": [1000, 100],
      "size": {"0": 300, "1": 200},
      "flags": {},
      "order": 3,
      "mode": 0,
      "inputs": [
        {"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 4},
        {"name": "concept_name", "type": "STRING", "link": null},
        {"name": "threshold", "type": "FLOAT", "link": null}
      ],
      "outputs": [
        {"name": "mask", "type": "MASK", "links": null, "slot_index": 0},
        {"name": "saliency_image", "type": "IMAGE", "links": [8], "slot_index": 1}
      ],
      "properties": {"Node name for S&R": "ConceptSaliencyMapNode"},
      "widgets_values": ["woman", 0.5]
    },
    {
      "id": 5,
      "type": "ConceptSegmentationNode",
      "pos": [1000, 400],
      "size": {"0": 300, "1": 200},
      "flags": {},
      "order": 4,
      "mode": 0,
      "inputs": [
        {"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 5},
        {"name": "image", "type": "IMAGE", "link": 1},
        {"name": "concepts", "type": "STRING", "link": null}
      ],
      "outputs": [
        {"name": "segmentation_mask", "type": "MASK", "links": null, "slot_index": 0},
        {"name": "segmented_image", "type": "IMAGE", "links": [10], "slot_index": 1}
      ],
      "properties": {"Node name for S&R": "ConceptSegmentationNode"},
      "widgets_values": ["woman, cat, white, lines, cane"]
    },
    {
      "id": 6,
      "type": "ConceptAttentionVisualizerNode",
      "pos": [500, 600],
      "size": {"0": 300, "1": 200},
      "flags": {},
      "order": 5,
      "mode": 0,
      "inputs": [
        {"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 4},
        {"name": "image", "type": "IMAGE", "link": 1},
        {"name": "overlay_alpha", "type": "FLOAT", "link": null}
      ],
      "outputs": [
        {"name": "visualized_image", "type": "IMAGE", "links": [11], "slot_index": 0}
      ],
      "properties": {"Node name for S&R": "ConceptAttentionVisualizerNode"},
      "widgets_values": [0.5]
    },
    {
      "id": 7,
      "type": "SaveImage",
      "pos": [1400, 100],
      "size": {"0": 315, "1": 270},
      "flags": {},
      "order": 6,
      "mode": 0,
      "inputs": [
        {"name": "images", "type": "IMAGE", "link": 6}
      ],
      "properties": {"Node name for S&R": "SaveImage"},
      "widgets_values": ["concept_attention_visualization"]
    },
    {
      "id": 8,
      "type": "SaveImage",
      "pos": [1400, 400],
      "size": {"0": 315, "1": 270},
      "flags": {},
      "order": 7,
      "mode": 0,
      "inputs": [
        {"name": "images", "type": "IMAGE", "link": 8}
      ],
      "properties": {"Node name for S&R": "SaveImage"},
      "widgets_values": ["person_saliency_map"]
    },
    {
      "id": 9,
      "type": "SaveImage",
      "pos": [1400, 700],
      "size": {"0": 315, "1": 270},
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [
        {"name": "images", "type": "IMAGE", "link": 10}
      ],
      "properties": {"Node name for S&R": "SaveImage"},
      "widgets_values": ["concept_segmentation"]
    },
    {
      "id": 10,
      "type": "SaveImage",
      "pos": [900, 900],
      "size": {"0": 315, "1": 270},
      "flags": {},
      "order": 9,
      "mode": 0,
      "inputs": [
        {"name": "images", "type": "IMAGE", "link": 11}
      ],
      "properties": {"Node name for S&R": "SaveImage"},
      "widgets_values": ["attention_overlay"]
    }
  ],
  "links": [
    [1, 1, 0, 3, 2, "IMAGE"],
    [2, 2, 0, 3, 0, "MODEL"],
    [3, 2, 1, 3, 1, "CLIP"],
    [4, 3, 0, 4, 0, "CONCEPT_MAPS"],
    [5, 3, 0, 5, 0, "CONCEPT_MAPS"],
    [6, 3, 1, 7, 0, "IMAGE"],
    [8, 4, 1, 8, 0, "IMAGE"],
    [10, 5, 1, 9, 0, "IMAGE"],
    [11, 6, 0, 10, 0, "IMAGE"]
  ],
  "groups": [],
  "config": {},
  "extra": {},
  "version": 0.4
}