Workflow1111 / workflow.json
ysharma's picture
ysharma HF Staff
Workflow1111 — Automatic1111-style diffusion studio on gr.Workflow
b8354d3 verified
Raw
History Blame Contribute Delete
71.4 kB
{
"schema_version": "2",
"name": "Workflow1111 · Diffusion Studio",
"references": [
{
"id": "ref_prompt",
"role": "reference",
"label": "Prompt",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Prompt",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Prompt",
"type": "text"
}
],
"data": {
"out": "a red fox standing in a snowy pine forest, looking at the camera"
},
"x": 60.0,
"y": 60.0,
"width": 250,
"height": 96
},
{
"id": "ref_negative",
"role": "reference",
"label": "Negative prompt",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Negative prompt",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Negative prompt",
"type": "text"
}
],
"data": {
"out": ""
},
"x": 62.7,
"y": 384.0,
"width": 250,
"height": 96
},
{
"id": "ref_style",
"role": "reference",
"label": "Style preset",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Style preset",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Style preset",
"type": "text"
}
],
"data": {
"out": "Cinematic"
},
"x": 68.2,
"y": 708.0,
"width": 250,
"height": 96
},
{
"id": "ref_hires_instruction",
"role": "reference",
"label": "Hires refine instruction",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Hires refine instruction",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Hires refine instruction",
"type": "text"
}
],
"data": {
"out": "enhance fine detail and micro-texture, keep the composition identical"
},
"x": 1609.3,
"y": 1063.7,
"width": 250,
"height": 96
},
{
"id": "ref_init_image",
"role": "reference",
"label": "Init image",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "Init image",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "Init image",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/init_image.jpg"
}
},
"x": 60.0,
"y": 1080.0,
"width": 250,
"height": 200
},
{
"id": "ref_edit_instruction",
"role": "reference",
"label": "Edit instruction",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Edit instruction",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Edit instruction",
"type": "text"
}
],
"data": {
"out": "make it a snowy winter scene at golden hour"
},
"x": 60.0,
"y": 1404.0,
"width": 250,
"height": 96
},
{
"id": "ref_idea",
"role": "reference",
"label": "Rough idea",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Rough idea",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Rough idea",
"type": "text"
}
],
"data": {
"out": "a lighthouse in a storm"
},
"x": 40.9,
"y": 1728.0,
"width": 250,
"height": 96
},
{
"id": "ref_interrogate_image",
"role": "reference",
"label": "Image to interrogate",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "Image to interrogate",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "Image to interrogate",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/interrogate.jpg"
}
},
"x": 195.9,
"y": 2052.0,
"width": 250,
"height": 200
},
{
"id": "ref_detect_image",
"role": "reference",
"label": "Image to analyse",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "Image to analyse",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "Image to analyse",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/detect.jpg"
}
},
"x": -78.1,
"y": 2221.9,
"width": 250,
"height": 200
},
{
"id": "ref_matrix_base",
"role": "reference",
"label": "Matrix base prompt",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Matrix base prompt",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Matrix base prompt",
"type": "text"
}
],
"data": {
"out": "a lone tree on a hill"
},
"x": -83.5,
"y": 2739.7,
"width": 250,
"height": 96
},
{
"id": "ref_matrix_variants",
"role": "reference",
"label": "Variants (| separated)",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "Variants (| separated)",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "Variants (| separated)",
"type": "text"
}
],
"data": {
"out": "at sunrise | in a thunderstorm | under the milky way | in autumn fog"
},
"x": -67.1,
"y": 3063.7,
"width": 250,
"height": 96
},
{
"id": "ref_extras_image",
"role": "reference",
"label": "Extras input image",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "Extras input image",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "Extras input image",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/extras.jpg"
}
},
"x": -130.0,
"y": 3822.5,
"width": 250,
"height": 200
},
{
"id": "ref_control_image",
"role": "reference",
"label": "Annotator input",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "Annotator input",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "Annotator input",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/control.jpg"
}
},
"x": 60.0,
"y": 4340.0,
"width": 250,
"height": 200
},
{
"id": "ref_pnginfo_image",
"role": "reference",
"label": "PNG to inspect",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "PNG to inspect",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "PNG to inspect",
"type": "image"
}
],
"data": {
"out": {
"url": "https://huggingface.co/spaces/ysharma/Workflow1111/resolve/main/samples/with_parameters.png"
}
},
"x": 2.6,
"y": 4810.7,
"width": 250,
"height": 200
}
],
"operators": [
{
"id": "op_style",
"role": "operator",
"kind": "fn",
"fn": "apply_style",
"label": "① Prompt builder",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_style",
"label": "style",
"type": "text"
},
{
"id": "in_extra_tags",
"label": "extra_tags",
"type": "text"
},
{
"id": "in_quality_boost",
"label": "quality_boost",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "prompt",
"type": "text",
"output_index": 0
}
],
"data": {
"in_extra_tags": "",
"in_quality_boost": true
},
"x": 420.0,
"y": 60.0,
"width": 290,
"height": 184
},
{
"id": "op_negative",
"role": "operator",
"kind": "fn",
"fn": "build_negative",
"label": "① Negative builder",
"inputs": [
{
"id": "in_negative",
"label": "negative",
"type": "text"
},
{
"id": "in_style",
"label": "style",
"type": "text"
},
{
"id": "in_use_base",
"label": "use_base",
"type": "boolean"
},
{
"id": "in_safety_filter",
"label": "safety_filter",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "negative",
"type": "text",
"output_index": 0
}
],
"data": {
"in_negative": "",
"in_use_base": true,
"in_safety_filter": true
},
"x": 420.0,
"y": 327.0,
"width": 290,
"height": 184
},
{
"id": "op_sampler",
"role": "operator",
"kind": "fn",
"fn": "sampler_settings",
"label": "② Sampler",
"inputs": [
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_aspect",
"label": "aspect",
"type": "text"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
}
],
"outputs": [
{
"id": "out_steps",
"label": "steps",
"type": "number",
"output_index": 0
},
{
"id": "out_cfg",
"label": "cfg",
"type": "number",
"output_index": 1
},
{
"id": "out_seed",
"label": "seed",
"type": "number",
"output_index": 2
},
{
"id": "out_width",
"label": "width",
"type": "number",
"output_index": 3
},
{
"id": "out_height",
"label": "height",
"type": "number",
"output_index": 4
}
],
"data": {
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": -1,
"in_aspect": "1:1 Square",
"in_width": 1024,
"in_height": 1024
},
"x": 414.6,
"y": 546.0,
"width": 290,
"height": 244
},
{
"id": "op_txt2img",
"role": "operator",
"kind": "fn",
"fn": "txt2img",
"label": "③ txt2img · FLUX.1-schnell",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_negative_prompt",
"label": "negative_prompt",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_negative_prompt": "",
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": -1,
"in_width": 1024,
"in_height": 1024,
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 800.0,
"y": 60.0,
"width": 290,
"height": 304
},
{
"id": "op_geninfo",
"role": "operator",
"kind": "fn",
"fn": "generation_info",
"label": "④ Generation params",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text"
},
{
"id": "in_negative",
"label": "negative",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "parameters",
"type": "text",
"output_index": 0
}
],
"data": {
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 802.7,
"y": 454.0,
"width": 290,
"height": 304
},
{
"id": "op_post",
"role": "operator",
"kind": "fn",
"fn": "postprocess",
"label": "⑤ Post-processing",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_upscale",
"label": "upscale",
"type": "number"
},
{
"id": "in_upscale_method",
"label": "upscale_method",
"type": "text"
},
{
"id": "in_sharpen",
"label": "sharpen",
"type": "number"
},
{
"id": "in_saturation",
"label": "saturation",
"type": "number"
},
{
"id": "in_contrast",
"label": "contrast",
"type": "number"
},
{
"id": "in_brightness",
"label": "brightness",
"type": "number"
},
{
"id": "in_vignette",
"label": "vignette",
"type": "number"
},
{
"id": "in_grain",
"label": "grain",
"type": "number"
},
{
"id": "in_border",
"label": "border",
"type": "number"
},
{
"id": "in_watermark",
"label": "watermark",
"type": "text"
},
{
"id": "in_embed_info",
"label": "embed_info",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_upscale": 1.0,
"in_upscale_method": "Lanczos",
"in_sharpen": 0.35,
"in_saturation": 1.05,
"in_contrast": 1.02,
"in_brightness": 1.0,
"in_vignette": 0.12,
"in_grain": 0.04,
"in_border": 0.0,
"in_watermark": ""
},
"x": 1180.0,
"y": 60.0,
"width": 290,
"height": 424
},
{
"id": "op_hires_prep",
"role": "operator",
"kind": "fn",
"fn": "prep_image",
"label": "⑥ Hires prep",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_max_side",
"label": "max_side",
"type": "number"
},
{
"id": "in_mode",
"label": "mode",
"type": "text"
},
{
"id": "in_strip_alpha",
"label": "strip_alpha",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_max_side": 1024,
"in_mode": "Fit",
"in_strip_alpha": true
},
"x": 1590.1,
"y": 760.7,
"width": 290,
"height": 184
},
{
"id": "op_hires",
"role": "operator",
"kind": "model",
"model_id": "black-forest-labs/FLUX.1-Kontext-dev",
"pipeline_tag": "image-to-image",
"endpoint": "image_to_image",
"label": "⑦ Hires fix · FLUX.1-Kontext",
"inputs": [
{
"id": "image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "prompt",
"label": "prompt",
"type": "text",
"required": true
}
],
"outputs": [
{
"id": "out_0",
"label": "Image",
"type": "image",
"output_index": 0
}
],
"data": {},
"x": 2033.0,
"y": 727.5,
"width": 290,
"height": 124
},
{
"id": "op_i2i_prep",
"role": "operator",
"kind": "fn",
"fn": "prep_image",
"label": "① Prepare init image",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_max_side",
"label": "max_side",
"type": "number"
},
{
"id": "in_mode",
"label": "mode",
"type": "text"
},
{
"id": "in_strip_alpha",
"label": "strip_alpha",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_max_side": 1024,
"in_mode": "Fit",
"in_strip_alpha": true
},
"x": 422.7,
"y": 948.8,
"width": 290,
"height": 184
},
{
"id": "op_i2i",
"role": "operator",
"kind": "model",
"model_id": "black-forest-labs/FLUX.1-Kontext-dev",
"pipeline_tag": "image-to-image",
"endpoint": "image_to_image",
"label": "② img2img · FLUX.1-Kontext",
"inputs": [
{
"id": "image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "prompt",
"label": "prompt",
"type": "text",
"required": true
}
],
"outputs": [
{
"id": "out_0",
"label": "Image",
"type": "image",
"output_index": 0
}
],
"data": {},
"x": 797.3,
"y": 1178.4,
"width": 290,
"height": 124
},
{
"id": "op_i2i_post",
"role": "operator",
"kind": "fn",
"fn": "postprocess",
"label": "③ Post-processing",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_upscale",
"label": "upscale",
"type": "number"
},
{
"id": "in_upscale_method",
"label": "upscale_method",
"type": "text"
},
{
"id": "in_sharpen",
"label": "sharpen",
"type": "number"
},
{
"id": "in_saturation",
"label": "saturation",
"type": "number"
},
{
"id": "in_contrast",
"label": "contrast",
"type": "number"
},
{
"id": "in_brightness",
"label": "brightness",
"type": "number"
},
{
"id": "in_vignette",
"label": "vignette",
"type": "number"
},
{
"id": "in_grain",
"label": "grain",
"type": "number"
},
{
"id": "in_border",
"label": "border",
"type": "number"
},
{
"id": "in_watermark",
"label": "watermark",
"type": "text"
},
{
"id": "in_embed_info",
"label": "embed_info",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_upscale": 1.0,
"in_upscale_method": "Lanczos",
"in_sharpen": 0.3,
"in_saturation": 1.0,
"in_contrast": 1.0,
"in_brightness": 1.0,
"in_vignette": 0.0,
"in_grain": 0.0,
"in_border": 0.0,
"in_watermark": ""
},
"x": 1182.7,
"y": 836.7,
"width": 290,
"height": 424
},
{
"id": "op_magic",
"role": "operator",
"kind": "fn",
"fn": "magic_instruction",
"label": "① Build instruction",
"inputs": [
{
"id": "in_idea",
"label": "idea",
"type": "text",
"required": true
},
{
"id": "in_target_style",
"label": "target_style",
"type": "text"
},
{
"id": "in_verbosity",
"label": "verbosity",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "instruction",
"type": "text",
"output_index": 0
}
],
"data": {
"in_target_style": "Cinematic",
"in_verbosity": "Detailed"
},
"x": 420.0,
"y": 1450.0,
"width": 290,
"height": 154
},
{
"id": "op_llm",
"role": "operator",
"kind": "fn",
"fn": "chat_llm",
"label": "② Prompt LLM · Qwen3-4B",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
},
{
"id": "in_max_tokens",
"label": "max_tokens",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "Text",
"type": "text",
"output_index": 0
}
],
"data": {
"in_model_id": "Qwen/Qwen3-4B-Instruct-2507",
"in_max_tokens": 512
},
"x": 800.0,
"y": 1450.0,
"width": 290,
"height": 154
},
{
"id": "op_clean_magic",
"role": "operator",
"kind": "fn",
"fn": "clean_prompt",
"label": "③ Tidy up",
"inputs": [
{
"id": "in_raw",
"label": "raw",
"type": "text",
"required": true
},
{
"id": "in_max_tags",
"label": "max_tags",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "prompt",
"type": "text",
"output_index": 0
}
],
"data": {
"in_max_tags": 40
},
"x": 1207.3,
"y": 1478.7,
"width": 290,
"height": 124
},
{
"id": "op_vlm",
"role": "operator",
"kind": "fn",
"fn": "interrogate",
"label": "① Interrogate · Qwen2.5-VL",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_instruction",
"label": "instruction",
"type": "text"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
},
{
"id": "in_max_tokens",
"label": "max_tokens",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "Text",
"type": "text",
"output_index": 0
}
],
"data": {
"in_instruction": "Describe this image as a Stable Diffusion prompt: comma-separated visual tags only, covering subject, setting, composition, lighting, colour and medium. No sentences, no preamble.",
"in_model_id": "Qwen/Qwen2.5-VL-72B-Instruct",
"in_max_tokens": 512
},
"x": 444.6,
"y": 1699.3,
"width": 290,
"height": 184
},
{
"id": "op_clean_interrogate",
"role": "operator",
"kind": "fn",
"fn": "clean_prompt",
"label": "② Tidy up",
"inputs": [
{
"id": "in_raw",
"label": "raw",
"type": "text",
"required": true
},
{
"id": "in_max_tags",
"label": "max_tags",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "prompt",
"type": "text",
"output_index": 0
}
],
"data": {
"in_max_tags": 45
},
"x": 867.0,
"y": 1733.0,
"width": 290,
"height": 124
},
{
"id": "op_classify",
"role": "operator",
"kind": "fn",
"fn": "classify_image",
"label": "③ Classify · ViT",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "labels",
"type": "text",
"output_index": 0
}
],
"data": {
"in_model_id": "google/vit-base-patch16-224"
},
"x": 514.3,
"y": 2033.3,
"width": 290,
"height": 124
},
{
"id": "op_labels",
"role": "operator",
"kind": "fn",
"fn": "top_labels",
"label": "④ Rank labels",
"inputs": [
{
"id": "in_labels",
"label": "labels",
"type": "text",
"required": true
},
{
"id": "in_top_k",
"label": "top_k",
"type": "number"
},
{
"id": "in_min_score",
"label": "min_score",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "table",
"type": "text",
"output_index": 0
},
{
"id": "out_1",
"label": "rows",
"type": "text",
"output_index": 1
}
],
"data": {
"in_top_k": 5,
"in_min_score": 0.01
},
"x": 998.2,
"y": 1957.0,
"width": 290,
"height": 154
},
{
"id": "op_detect",
"role": "operator",
"kind": "fn",
"fn": "detect_objects",
"label": "① Detect · DETR",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
},
{
"id": "in_min_score",
"label": "min_score",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "detections",
"type": "text",
"output_index": 0
}
],
"data": {
"in_model_id": "facebook/detr-resnet-50",
"in_min_score": 0.0
},
"x": 334.0,
"y": 2376.0,
"width": 290,
"height": 154
},
{
"id": "op_draw",
"role": "operator",
"kind": "fn",
"fn": "draw_detections",
"label": "② Annotate",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_detections",
"label": "detections",
"type": "text",
"required": true
},
{
"id": "in_min_score",
"label": "min_score",
"type": "number"
},
{
"id": "in_show_labels",
"label": "show_labels",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
},
{
"id": "out_1",
"label": "summary",
"type": "text",
"output_index": 1
}
],
"data": {
"in_min_score": 0.5,
"in_show_labels": true
},
"x": 1017.4,
"y": 2233.0,
"width": 290,
"height": 184
},
{
"id": "op_mask",
"role": "operator",
"kind": "fn",
"fn": "mask_from_detections",
"label": "③ Build inpaint mask",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_detections",
"label": "detections",
"type": "text",
"required": true
},
{
"id": "in_label_filter",
"label": "label_filter",
"type": "text"
},
{
"id": "in_min_score",
"label": "min_score",
"type": "number"
},
{
"id": "in_feather",
"label": "feather",
"type": "number"
},
{
"id": "in_invert",
"label": "invert",
"type": "boolean"
},
{
"id": "in_preview",
"label": "preview",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "mask",
"type": "image",
"output_index": 0
}
],
"data": {
"in_label_filter": "",
"in_min_score": 0.5,
"in_feather": 8,
"in_invert": false,
"in_preview": false
},
"x": 1167.8,
"y": 2531.0,
"width": 290,
"height": 274
},
{
"id": "op_matrix",
"role": "operator",
"kind": "fn",
"fn": "prompt_matrix",
"label": "① Expand matrix",
"inputs": [
{
"id": "in_base_prompt",
"label": "base_prompt",
"type": "text",
"required": true
},
{
"id": "in_variations",
"label": "variations",
"type": "text"
},
{
"id": "in_shared_tags",
"label": "shared_tags",
"type": "text"
}
],
"outputs": [
{
"id": "out_p1",
"label": "prompt 1",
"type": "text",
"output_index": 0
},
{
"id": "out_p2",
"label": "prompt 2",
"type": "text",
"output_index": 1
},
{
"id": "out_p3",
"label": "prompt 3",
"type": "text",
"output_index": 2
},
{
"id": "out_p4",
"label": "prompt 4",
"type": "text",
"output_index": 3
},
{
"id": "out_labels",
"label": "labels",
"type": "text",
"output_index": 4
}
],
"data": {
"in_shared_tags": "cinematic, highly detailed, dramatic lighting"
},
"x": 361.2,
"y": 2861.3,
"width": 290,
"height": 214
},
{
"id": "op_grid_1",
"role": "operator",
"kind": "fn",
"fn": "txt2img",
"label": "② Render 1",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_negative_prompt",
"label": "negative_prompt",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_negative_prompt": "",
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": 1000,
"in_width": 768,
"in_height": 768,
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 800.0,
"y": 2700.0,
"width": 290,
"height": 304
},
{
"id": "op_grid_2",
"role": "operator",
"kind": "fn",
"fn": "txt2img",
"label": "② Render 2",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_negative_prompt",
"label": "negative_prompt",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_negative_prompt": "",
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": 1111,
"in_width": 768,
"in_height": 768,
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 800.0,
"y": 3146.0,
"width": 290,
"height": 304
},
{
"id": "op_grid_3",
"role": "operator",
"kind": "fn",
"fn": "txt2img",
"label": "② Render 3",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_negative_prompt",
"label": "negative_prompt",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_negative_prompt": "",
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": 1222,
"in_width": 768,
"in_height": 768,
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 800.0,
"y": 3592.0,
"width": 290,
"height": 304
},
{
"id": "op_grid_4",
"role": "operator",
"kind": "fn",
"fn": "txt2img",
"label": "② Render 4",
"inputs": [
{
"id": "in_prompt",
"label": "prompt",
"type": "text",
"required": true
},
{
"id": "in_negative_prompt",
"label": "negative_prompt",
"type": "text"
},
{
"id": "in_steps",
"label": "steps",
"type": "number"
},
{
"id": "in_cfg_scale",
"label": "cfg_scale",
"type": "number"
},
{
"id": "in_seed",
"label": "seed",
"type": "number"
},
{
"id": "in_width",
"label": "width",
"type": "number"
},
{
"id": "in_height",
"label": "height",
"type": "number"
},
{
"id": "in_model_id",
"label": "model_id",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
}
],
"data": {
"in_negative_prompt": "",
"in_steps": 4,
"in_cfg_scale": 1.0,
"in_seed": 1333,
"in_width": 768,
"in_height": 768,
"in_model_id": "black-forest-labs/FLUX.1-schnell"
},
"x": 800.0,
"y": 4038.0,
"width": 290,
"height": 304
},
{
"id": "op_sheet",
"role": "operator",
"kind": "fn",
"fn": "contact_sheet",
"label": "③ Contact sheet",
"inputs": [
{
"id": "in_image_1",
"label": "image_1",
"type": "image"
},
{
"id": "in_image_2",
"label": "image_2",
"type": "image"
},
{
"id": "in_image_3",
"label": "image_3",
"type": "image"
},
{
"id": "in_image_4",
"label": "image_4",
"type": "image"
},
{
"id": "in_labels",
"label": "labels",
"type": "text"
},
{
"id": "in_columns",
"label": "columns",
"type": "number"
},
{
"id": "in_gap",
"label": "gap",
"type": "number"
},
{
"id": "in_title",
"label": "title",
"type": "text"
}
],
"outputs": [
{
"id": "out_0",
"label": "grid",
"type": "image",
"output_index": 0
}
],
"data": {
"in_columns": 2,
"in_gap": 16,
"in_title": "Prompt matrix"
},
"x": 1396.0,
"y": 2954.4,
"width": 290,
"height": 304
},
{
"id": "op_extras",
"role": "operator",
"kind": "fn",
"fn": "extras_upscale",
"label": "① Upscale (local, instant)",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_factor",
"label": "factor",
"type": "number"
},
{
"id": "in_method",
"label": "method",
"type": "text"
},
{
"id": "in_sharpen",
"label": "sharpen",
"type": "number"
},
{
"id": "in_denoise",
"label": "denoise",
"type": "boolean"
},
{
"id": "in_restore_contrast",
"label": "restore_contrast",
"type": "boolean"
}
],
"outputs": [
{
"id": "out_0",
"label": "image",
"type": "image",
"output_index": 0
},
{
"id": "out_1",
"label": "report",
"type": "text",
"output_index": 1
}
],
"data": {
"in_factor": 2.0,
"in_method": "Lanczos",
"in_sharpen": 0.45,
"in_denoise": false,
"in_restore_contrast": true
},
"x": 288.8,
"y": 3535.4,
"width": 290,
"height": 244
},
{
"id": "op_aurasr",
"role": "operator",
"kind": "space",
"space_id": "gokaygokay/AuraSR-v2",
"endpoint": "/process_image",
"label": "② Upscale ×4 (AuraSR GAN)",
"inputs": [
{
"id": "input_image",
"label": "image",
"type": "image",
"required": true
}
],
"outputs": [
{
"id": "out_0",
"label": "Upscaled",
"type": "image",
"output_index": 1
}
],
"data": {},
"x": 349.9,
"y": 3903.1,
"width": 290,
"height": 94
},
{
"id": "op_rmbg",
"role": "operator",
"kind": "space",
"space_id": "briaai/BRIA-RMBG-2.0",
"endpoint": "/image",
"label": "③ Remove background (BRIA)",
"inputs": [
{
"id": "image",
"label": "image",
"type": "image",
"required": true
}
],
"outputs": [
{
"id": "out_0",
"label": "Cutout",
"type": "image",
"output_index": 1
}
],
"data": {},
"x": 405.0,
"y": 4105.1,
"width": 290,
"height": 94
},
{
"id": "op_control",
"role": "operator",
"kind": "fn",
"fn": "controlnet_preprocess",
"label": "Annotator",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
},
{
"id": "in_mode",
"label": "mode",
"type": "text"
},
{
"id": "in_low_threshold",
"label": "low_threshold",
"type": "number"
},
{
"id": "in_high_threshold",
"label": "high_threshold",
"type": "number"
},
{
"id": "in_invert",
"label": "invert",
"type": "boolean"
},
{
"id": "in_blur",
"label": "blur",
"type": "number"
}
],
"outputs": [
{
"id": "out_0",
"label": "map",
"type": "image",
"output_index": 0
}
],
"data": {
"in_mode": "Canny edges",
"in_low_threshold": 60,
"in_high_threshold": 160,
"in_invert": false,
"in_blur": 0.0
},
"x": 420.0,
"y": 4340.0,
"width": 290,
"height": 244
},
{
"id": "op_pnginfo",
"role": "operator",
"kind": "fn",
"fn": "png_info",
"label": "Read PNG metadata",
"inputs": [
{
"id": "in_image",
"label": "image",
"type": "image",
"required": true
}
],
"outputs": [
{
"id": "out_0",
"label": "report",
"type": "text",
"output_index": 0
},
{
"id": "out_1",
"label": "fields",
"type": "text",
"output_index": 1
}
],
"data": {},
"x": 569.0,
"y": 4854.5,
"width": 290,
"height": 124
}
],
"subjects": [
{
"id": "sub_image",
"role": "subject",
"label": "🖼 Image",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🖼 Image",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🖼 Image",
"type": "image"
}
],
"data": {},
"x": 1596.9,
"y": 32.7,
"width": 300,
"height": 260
},
{
"id": "sub_params",
"role": "subject",
"label": "📋 Generation parameters",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "📋 Generation parameters",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "📋 Generation parameters",
"type": "text"
}
],
"data": {},
"x": 1596.9,
"y": 486.7,
"width": 300,
"height": 190
},
{
"id": "sub_hires",
"role": "subject",
"label": "✨ Hires image",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "✨ Hires image",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "✨ Hires image",
"type": "image"
}
],
"data": {},
"x": 2408.9,
"y": 482.8,
"width": 300,
"height": 260
},
{
"id": "sub_i2i",
"role": "subject",
"label": "🎨 Edited image",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🎨 Edited image",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🎨 Edited image",
"type": "image"
}
],
"data": {},
"x": 1924.0,
"y": 1063.7,
"width": 300,
"height": 260
},
{
"id": "sub_magic",
"role": "subject",
"label": "🪄 Generated prompt",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "🪄 Generated prompt",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "🪄 Generated prompt",
"type": "text"
}
],
"data": {},
"x": 1560.0,
"y": 1450.0,
"width": 300,
"height": 190
},
{
"id": "sub_interrogated",
"role": "subject",
"label": "🔍 Recovered prompt",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "🔍 Recovered prompt",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "🔍 Recovered prompt",
"type": "text"
}
],
"data": {},
"x": 1389.2,
"y": 1724.0,
"width": 300,
"height": 190
},
{
"id": "sub_labels",
"role": "subject",
"label": "🏷 Classification",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "🏷 Classification",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "🏷 Classification",
"type": "text"
}
],
"data": {},
"x": 1530.0,
"y": 1998.0,
"width": 300,
"height": 190
},
{
"id": "sub_detected",
"role": "subject",
"label": "📦 Detected objects",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "📦 Detected objects",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "📦 Detected objects",
"type": "image"
}
],
"data": {},
"x": 1666.7,
"y": 2272.0,
"width": 300,
"height": 260
},
{
"id": "sub_detect_summary",
"role": "subject",
"label": "📝 Detection summary",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "📝 Detection summary",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "📝 Detection summary",
"type": "text"
}
],
"data": {},
"x": 1784.3,
"y": 2726.0,
"width": 300,
"height": 190
},
{
"id": "sub_mask",
"role": "subject",
"label": "🎭 Inpaint mask",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🎭 Inpaint mask",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🎭 Inpaint mask",
"type": "image"
}
],
"data": {},
"x": 1936.0,
"y": 3000.0,
"width": 300,
"height": 260
},
{
"id": "sub_grid",
"role": "subject",
"label": "🧩 X/Y grid",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🧩 X/Y grid",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🧩 X/Y grid",
"type": "image"
}
],
"data": {},
"x": 1829.3,
"y": 3454.0,
"width": 300,
"height": 260
},
{
"id": "sub_upscaled",
"role": "subject",
"label": "🔍 Upscaled (local)",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🔍 Upscaled (local)",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🔍 Upscaled (local)",
"type": "image"
}
],
"data": {},
"x": 1763.8,
"y": 3908.0,
"width": 300,
"height": 260
},
{
"id": "sub_upscale_report",
"role": "subject",
"label": "📝 Upscale report",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "📝 Upscale report",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "📝 Upscale report",
"type": "text"
}
],
"data": {},
"x": 1263.4,
"y": 3754.1,
"width": 300,
"height": 190
},
{
"id": "sub_aurasr",
"role": "subject",
"label": "🚀 Upscaled ×4 (GAN)",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🚀 Upscaled ×4 (GAN)",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🚀 Upscaled ×4 (GAN)",
"type": "image"
}
],
"data": {},
"x": 1114.0,
"y": 4028.1,
"width": 300,
"height": 260
},
{
"id": "sub_cutout",
"role": "subject",
"label": "✂ Background removed",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "✂ Background removed",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "✂ Background removed",
"type": "image"
}
],
"data": {},
"x": 1676.0,
"y": 4362.0,
"width": 300,
"height": 260
},
{
"id": "sub_control",
"role": "subject",
"label": "🕸 Annotator map",
"asset_type": "image",
"inputs": [
{
"id": "in",
"label": "🕸 Annotator map",
"type": "image"
}
],
"outputs": [
{
"id": "out",
"label": "🕸 Annotator map",
"type": "image"
}
],
"data": {},
"x": 977.7,
"y": 4484.0,
"width": 300,
"height": 260
},
{
"id": "sub_png_report",
"role": "subject",
"label": "🧾 PNG info",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "🧾 PNG info",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "🧾 PNG info",
"type": "text"
}
],
"data": {},
"x": 949.0,
"y": 4938.0,
"width": 300,
"height": 190
},
{
"id": "sub_png_fields",
"role": "subject",
"label": "🧮 Parsed fields",
"asset_type": "text",
"inputs": [
{
"id": "in",
"label": "🧮 Parsed fields",
"type": "text"
}
],
"outputs": [
{
"id": "out",
"label": "🧮 Parsed fields",
"type": "text"
}
],
"data": {},
"x": 1329.0,
"y": 4938.0,
"width": 300,
"height": 190
}
],
"edges": [
{
"id": "e1",
"from_node_id": "ref_prompt",
"from_port_id": "out",
"to_node_id": "op_style",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e2",
"from_node_id": "ref_style",
"from_port_id": "out",
"to_node_id": "op_style",
"to_port_id": "in_style",
"type": "text"
},
{
"id": "e3",
"from_node_id": "ref_style",
"from_port_id": "out",
"to_node_id": "op_negative",
"to_port_id": "in_style",
"type": "text"
},
{
"id": "e4",
"from_node_id": "ref_negative",
"from_port_id": "out",
"to_node_id": "op_negative",
"to_port_id": "in_negative",
"type": "text"
},
{
"id": "e5",
"from_node_id": "op_style",
"from_port_id": "out_0",
"to_node_id": "op_txt2img",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e6",
"from_node_id": "op_negative",
"from_port_id": "out_0",
"to_node_id": "op_txt2img",
"to_port_id": "in_negative_prompt",
"type": "text"
},
{
"id": "e7",
"from_node_id": "op_sampler",
"from_port_id": "out_steps",
"to_node_id": "op_txt2img",
"to_port_id": "in_steps",
"type": "number"
},
{
"id": "e8",
"from_node_id": "op_sampler",
"from_port_id": "out_cfg",
"to_node_id": "op_txt2img",
"to_port_id": "in_cfg_scale",
"type": "number"
},
{
"id": "e9",
"from_node_id": "op_sampler",
"from_port_id": "out_seed",
"to_node_id": "op_txt2img",
"to_port_id": "in_seed",
"type": "number"
},
{
"id": "e10",
"from_node_id": "op_sampler",
"from_port_id": "out_width",
"to_node_id": "op_txt2img",
"to_port_id": "in_width",
"type": "number"
},
{
"id": "e11",
"from_node_id": "op_sampler",
"from_port_id": "out_height",
"to_node_id": "op_txt2img",
"to_port_id": "in_height",
"type": "number"
},
{
"id": "e12",
"from_node_id": "op_style",
"from_port_id": "out_0",
"to_node_id": "op_geninfo",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e13",
"from_node_id": "op_negative",
"from_port_id": "out_0",
"to_node_id": "op_geninfo",
"to_port_id": "in_negative",
"type": "text"
},
{
"id": "e14",
"from_node_id": "op_sampler",
"from_port_id": "out_steps",
"to_node_id": "op_geninfo",
"to_port_id": "in_steps",
"type": "number"
},
{
"id": "e15",
"from_node_id": "op_sampler",
"from_port_id": "out_cfg",
"to_node_id": "op_geninfo",
"to_port_id": "in_cfg_scale",
"type": "number"
},
{
"id": "e16",
"from_node_id": "op_sampler",
"from_port_id": "out_seed",
"to_node_id": "op_geninfo",
"to_port_id": "in_seed",
"type": "number"
},
{
"id": "e17",
"from_node_id": "op_sampler",
"from_port_id": "out_width",
"to_node_id": "op_geninfo",
"to_port_id": "in_width",
"type": "number"
},
{
"id": "e18",
"from_node_id": "op_sampler",
"from_port_id": "out_height",
"to_node_id": "op_geninfo",
"to_port_id": "in_height",
"type": "number"
},
{
"id": "e19",
"from_node_id": "op_txt2img",
"from_port_id": "out_0",
"to_node_id": "op_post",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e20",
"from_node_id": "op_geninfo",
"from_port_id": "out_0",
"to_node_id": "op_post",
"to_port_id": "in_embed_info",
"type": "text"
},
{
"id": "e21",
"from_node_id": "op_post",
"from_port_id": "out_0",
"to_node_id": "sub_image",
"to_port_id": "in",
"type": "image"
},
{
"id": "e22",
"from_node_id": "op_geninfo",
"from_port_id": "out_0",
"to_node_id": "sub_params",
"to_port_id": "in",
"type": "text"
},
{
"id": "e23",
"from_node_id": "op_post",
"from_port_id": "out_0",
"to_node_id": "op_hires_prep",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e24",
"from_node_id": "op_hires_prep",
"from_port_id": "out_0",
"to_node_id": "op_hires",
"to_port_id": "image",
"type": "image"
},
{
"id": "e25",
"from_node_id": "ref_hires_instruction",
"from_port_id": "out",
"to_node_id": "op_hires",
"to_port_id": "prompt",
"type": "text"
},
{
"id": "e26",
"from_node_id": "op_hires",
"from_port_id": "out_0",
"to_node_id": "sub_hires",
"to_port_id": "in",
"type": "image"
},
{
"id": "e27",
"from_node_id": "ref_init_image",
"from_port_id": "out",
"to_node_id": "op_i2i_prep",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e28",
"from_node_id": "op_i2i_prep",
"from_port_id": "out_0",
"to_node_id": "op_i2i",
"to_port_id": "image",
"type": "image"
},
{
"id": "e29",
"from_node_id": "ref_edit_instruction",
"from_port_id": "out",
"to_node_id": "op_i2i",
"to_port_id": "prompt",
"type": "text"
},
{
"id": "e30",
"from_node_id": "op_i2i",
"from_port_id": "out_0",
"to_node_id": "op_i2i_post",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e31",
"from_node_id": "op_i2i_post",
"from_port_id": "out_0",
"to_node_id": "sub_i2i",
"to_port_id": "in",
"type": "image"
},
{
"id": "e32",
"from_node_id": "ref_idea",
"from_port_id": "out",
"to_node_id": "op_magic",
"to_port_id": "in_idea",
"type": "text"
},
{
"id": "e33",
"from_node_id": "op_magic",
"from_port_id": "out_0",
"to_node_id": "op_llm",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e34",
"from_node_id": "op_llm",
"from_port_id": "out_0",
"to_node_id": "op_clean_magic",
"to_port_id": "in_raw",
"type": "text"
},
{
"id": "e35",
"from_node_id": "op_clean_magic",
"from_port_id": "out_0",
"to_node_id": "sub_magic",
"to_port_id": "in",
"type": "text"
},
{
"id": "e36",
"from_node_id": "ref_interrogate_image",
"from_port_id": "out",
"to_node_id": "op_vlm",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e37",
"from_node_id": "op_vlm",
"from_port_id": "out_0",
"to_node_id": "op_clean_interrogate",
"to_port_id": "in_raw",
"type": "text"
},
{
"id": "e38",
"from_node_id": "op_clean_interrogate",
"from_port_id": "out_0",
"to_node_id": "sub_interrogated",
"to_port_id": "in",
"type": "text"
},
{
"id": "e39",
"from_node_id": "ref_interrogate_image",
"from_port_id": "out",
"to_node_id": "op_classify",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e40",
"from_node_id": "op_classify",
"from_port_id": "out_0",
"to_node_id": "op_labels",
"to_port_id": "in_labels",
"type": "text"
},
{
"id": "e41",
"from_node_id": "op_labels",
"from_port_id": "out_0",
"to_node_id": "sub_labels",
"to_port_id": "in",
"type": "text"
},
{
"id": "e42",
"from_node_id": "ref_detect_image",
"from_port_id": "out",
"to_node_id": "op_detect",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e43",
"from_node_id": "ref_detect_image",
"from_port_id": "out",
"to_node_id": "op_draw",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e44",
"from_node_id": "op_detect",
"from_port_id": "out_0",
"to_node_id": "op_draw",
"to_port_id": "in_detections",
"type": "text"
},
{
"id": "e45",
"from_node_id": "ref_detect_image",
"from_port_id": "out",
"to_node_id": "op_mask",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e46",
"from_node_id": "op_detect",
"from_port_id": "out_0",
"to_node_id": "op_mask",
"to_port_id": "in_detections",
"type": "text"
},
{
"id": "e47",
"from_node_id": "op_draw",
"from_port_id": "out_0",
"to_node_id": "sub_detected",
"to_port_id": "in",
"type": "image"
},
{
"id": "e48",
"from_node_id": "op_draw",
"from_port_id": "out_1",
"to_node_id": "sub_detect_summary",
"to_port_id": "in",
"type": "text"
},
{
"id": "e49",
"from_node_id": "op_mask",
"from_port_id": "out_0",
"to_node_id": "sub_mask",
"to_port_id": "in",
"type": "image"
},
{
"id": "e50",
"from_node_id": "op_matrix",
"from_port_id": "out_p1",
"to_node_id": "op_grid_1",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e51",
"from_node_id": "op_grid_1",
"from_port_id": "out_0",
"to_node_id": "op_sheet",
"to_port_id": "in_image_1",
"type": "image"
},
{
"id": "e52",
"from_node_id": "op_matrix",
"from_port_id": "out_p2",
"to_node_id": "op_grid_2",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e53",
"from_node_id": "op_grid_2",
"from_port_id": "out_0",
"to_node_id": "op_sheet",
"to_port_id": "in_image_2",
"type": "image"
},
{
"id": "e54",
"from_node_id": "op_matrix",
"from_port_id": "out_p3",
"to_node_id": "op_grid_3",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e55",
"from_node_id": "op_grid_3",
"from_port_id": "out_0",
"to_node_id": "op_sheet",
"to_port_id": "in_image_3",
"type": "image"
},
{
"id": "e56",
"from_node_id": "op_matrix",
"from_port_id": "out_p4",
"to_node_id": "op_grid_4",
"to_port_id": "in_prompt",
"type": "text"
},
{
"id": "e57",
"from_node_id": "op_grid_4",
"from_port_id": "out_0",
"to_node_id": "op_sheet",
"to_port_id": "in_image_4",
"type": "image"
},
{
"id": "e58",
"from_node_id": "ref_matrix_base",
"from_port_id": "out",
"to_node_id": "op_matrix",
"to_port_id": "in_base_prompt",
"type": "text"
},
{
"id": "e59",
"from_node_id": "ref_matrix_variants",
"from_port_id": "out",
"to_node_id": "op_matrix",
"to_port_id": "in_variations",
"type": "text"
},
{
"id": "e60",
"from_node_id": "op_matrix",
"from_port_id": "out_labels",
"to_node_id": "op_sheet",
"to_port_id": "in_labels",
"type": "text"
},
{
"id": "e61",
"from_node_id": "op_sheet",
"from_port_id": "out_0",
"to_node_id": "sub_grid",
"to_port_id": "in",
"type": "image"
},
{
"id": "e62",
"from_node_id": "ref_extras_image",
"from_port_id": "out",
"to_node_id": "op_extras",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e63",
"from_node_id": "op_extras",
"from_port_id": "out_0",
"to_node_id": "sub_upscaled",
"to_port_id": "in",
"type": "image"
},
{
"id": "e64",
"from_node_id": "op_extras",
"from_port_id": "out_1",
"to_node_id": "sub_upscale_report",
"to_port_id": "in",
"type": "text"
},
{
"id": "e65",
"from_node_id": "ref_extras_image",
"from_port_id": "out",
"to_node_id": "op_aurasr",
"to_port_id": "input_image",
"type": "image"
},
{
"id": "e66",
"from_node_id": "op_aurasr",
"from_port_id": "out_0",
"to_node_id": "sub_aurasr",
"to_port_id": "in",
"type": "image"
},
{
"id": "e67",
"from_node_id": "ref_extras_image",
"from_port_id": "out",
"to_node_id": "op_rmbg",
"to_port_id": "image",
"type": "image"
},
{
"id": "e68",
"from_node_id": "op_rmbg",
"from_port_id": "out_0",
"to_node_id": "sub_cutout",
"to_port_id": "in",
"type": "image"
},
{
"id": "e69",
"from_node_id": "ref_control_image",
"from_port_id": "out",
"to_node_id": "op_control",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e70",
"from_node_id": "op_control",
"from_port_id": "out_0",
"to_node_id": "sub_control",
"to_port_id": "in",
"type": "image"
},
{
"id": "e71",
"from_node_id": "ref_pnginfo_image",
"from_port_id": "out",
"to_node_id": "op_pnginfo",
"to_port_id": "in_image",
"type": "image"
},
{
"id": "e72",
"from_node_id": "op_pnginfo",
"from_port_id": "out_0",
"to_node_id": "sub_png_report",
"to_port_id": "in",
"type": "text"
},
{
"id": "e73",
"from_node_id": "op_pnginfo",
"from_port_id": "out_1",
"to_node_id": "sub_png_fields",
"to_port_id": "in",
"type": "text"
}
]
}