Junst
7eecd3685e
1. Fix 'attention_outputs' not defined error: - Change 'return attention_outputs' to 'return self.attention_outputs' - This fixes the NameError in ConceptAttention extraction 2. Fix alpha parameter validation issues: - Move alpha from 'required' to 'optional' in ConceptAttentionVisualizerNode - Remove alpha input from workflow JSON since it's now optional with default value - This resolves the 'Required input is missing: alpha' validation error These changes ensure the workflow runs without validation errors while maintaining the default alpha value of 0.5 for overlay blending.
185 lines
5.5 KiB
JSON
185 lines
5.5 KiB
JSON
{
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"last_node_id": 10,
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"last_link_id": 11,
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"nodes": [
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{
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"id": 1,
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"type": "LoadImage",
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"pos": [100, 100],
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"size": {"0": 315, "1": 314},
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"flags": {},
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"order": 0,
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"mode": 0,
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"outputs": [
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{"name": "IMAGE", "type": "IMAGE", "links": [1], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "LoadImage"},
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"widgets_values": ["example_image.png", "image"]
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},
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{
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"id": 2,
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"type": "CheckpointLoaderSimple",
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"pos": [100, 500],
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"size": {"0": 315, "1": 98},
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"flags": {},
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"order": 1,
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"mode": 0,
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"outputs": [
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{"name": "MODEL", "type": "MODEL", "links": [2], "slot_index": 0},
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{"name": "CLIP", "type": "CLIP", "links": [3], "slot_index": 1}
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],
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"properties": {"Node name for S&R": "CheckpointLoaderSimple"},
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"widgets_values": ["flux1-dev.safetensors"]
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},
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{
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"id": 3,
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"type": "ConceptAttentionNode",
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"pos": [500, 100],
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"size": {"0": 400, "1": 400},
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"flags": {},
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"order": 2,
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"mode": 0,
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"inputs": [
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{"name": "model", "type": "MODEL", "link": 2},
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{"name": "clip", "type": "CLIP", "link": 3},
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{"name": "image", "type": "IMAGE", "link": 1}
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],
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"outputs": [
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{"name": "concept_maps", "type": "CONCEPT_MAPS", "links": [4, 5], "slot_index": 0},
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{"name": "visualized_image", "type": "IMAGE", "links": [6], "slot_index": 1}
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],
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"properties": {"Node name for S&R": "ConceptAttentionNode"},
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"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]
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},
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{
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"id": 4,
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"type": "ConceptSaliencyMapNode",
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"pos": [1000, 100],
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"size": {"0": 300, "1": 200},
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"flags": {},
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"order": 3,
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"mode": 0,
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"inputs": [
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{"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 4},
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{"name": "concept_name", "type": "STRING", "link": null},
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{"name": "threshold", "type": "FLOAT", "link": null}
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],
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"outputs": [
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{"name": "mask", "type": "MASK", "links": null, "slot_index": 0},
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{"name": "saliency_image", "type": "IMAGE", "links": [8], "slot_index": 1}
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],
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"properties": {"Node name for S&R": "ConceptSaliencyMapNode"},
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"widgets_values": ["woman", 0.5]
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},
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{
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"id": 5,
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"type": "ConceptSegmentationNode",
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"pos": [1000, 400],
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"size": {"0": 300, "1": 200},
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"flags": {},
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"order": 4,
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"mode": 0,
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"inputs": [
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{"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 5},
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{"name": "image", "type": "IMAGE", "link": 1},
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{"name": "concepts", "type": "STRING", "link": null}
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],
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"outputs": [
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{"name": "segmentation_mask", "type": "MASK", "links": null, "slot_index": 0},
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{"name": "segmented_image", "type": "IMAGE", "links": [10], "slot_index": 1}
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],
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"properties": {"Node name for S&R": "ConceptSegmentationNode"},
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"widgets_values": ["woman, cat, white, lines, cane"]
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},
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{
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"id": 6,
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"type": "ConceptAttentionVisualizerNode",
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"pos": [500, 600],
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"size": {"0": 300, "1": 200},
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"flags": {},
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"order": 5,
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"mode": 0,
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"inputs": [
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{"name": "concept_maps", "type": "CONCEPT_MAPS", "link": 4},
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{"name": "image", "type": "IMAGE", "link": 1}
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],
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"outputs": [
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{"name": "visualized_image", "type": "IMAGE", "links": [11], "slot_index": 0}
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],
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"properties": {"Node name for S&R": "ConceptAttentionVisualizerNode"},
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"widgets_values": []
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},
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{
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"id": 7,
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"type": "SaveImage",
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"pos": [1400, 100],
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"size": {"0": 315, "1": 270},
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"flags": {},
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"order": 6,
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"mode": 0,
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"inputs": [
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{"name": "images", "type": "IMAGE", "link": 6}
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],
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"properties": {"Node name for S&R": "SaveImage"},
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"widgets_values": ["concept_attention_visualization"]
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},
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{
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"id": 8,
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"type": "SaveImage",
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"pos": [1400, 400],
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"size": {"0": 315, "1": 270},
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"flags": {},
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"order": 7,
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"mode": 0,
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"inputs": [
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{"name": "images", "type": "IMAGE", "link": 8}
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],
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"properties": {"Node name for S&R": "SaveImage"},
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"widgets_values": ["person_saliency_map"]
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},
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{
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"id": 9,
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"type": "SaveImage",
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"pos": [1400, 700],
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"size": {"0": 315, "1": 270},
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"flags": {},
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"order": 8,
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"mode": 0,
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"inputs": [
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{"name": "images", "type": "IMAGE", "link": 10}
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],
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"properties": {"Node name for S&R": "SaveImage"},
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"widgets_values": ["concept_segmentation"]
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},
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{
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"id": 10,
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"type": "SaveImage",
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"pos": [900, 900],
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"size": {"0": 315, "1": 270},
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"flags": {},
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"order": 9,
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"mode": 0,
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"inputs": [
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{"name": "images", "type": "IMAGE", "link": 11}
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],
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"properties": {"Node name for S&R": "SaveImage"},
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"widgets_values": ["attention_overlay"]
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}
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],
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"links": [
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[1, 1, 0, 3, 2, "IMAGE"],
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[2, 2, 0, 3, 0, "MODEL"],
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[3, 2, 1, 3, 1, "CLIP"],
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[4, 3, 0, 4, 0, "CONCEPT_MAPS"],
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[5, 3, 0, 5, 0, "CONCEPT_MAPS"],
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[6, 3, 1, 7, 0, "IMAGE"],
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[8, 4, 1, 8, 0, "IMAGE"],
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[10, 5, 1, 9, 0, "IMAGE"],
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[11, 6, 0, 10, 0, "IMAGE"]
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],
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"groups": [],
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"config": {},
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"extra": {},
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"version": 0.4
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}
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