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ComfyUI局部重绘的四种方式 （附件工作流在最后）
作者：煮酒与君饮 | 2024-07-19 23:59:13
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comfyui局部重绘
前言
局部重绘需要在图片中选择重绘区域，点击图片右击选择Open in MaskEditor（在蒙版编辑器中打开），用鼠标描绘出需要重绘的区域
方式一：重绘编码器
这种方式重绘比较生硬，需要额外搭配使用才行
方式二：潜空间噪声蒙版
方式三：含蒙版翻转、收缩与模糊选项
蒙版翻转，就是将选中的区域以外的部分进行重绘
方式四：上传蒙版
附件工作流
直接copy json内容到ComfyUI即可导入工作流
1.重绘编码器工作流
{
"last_node_id": 29,
"last_link_id": 84,
"nodes": [
{
"id": 6,
"type": "CLIPTextEncode",
"pos": [
432,
158
],
"size": {
"0": 422.84503173828125,
"1": 164.31304931640625
},
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 81,
"label": "CLIP"
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
4
],
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"closeup photograph of maine coon (cat:1.2) in the yosemite national park mountains nature"
]
},
{
"id": 7,
"type": "CLIPTextEncode",
"pos": [
434,
371
],
"size": {
"0": 425.27801513671875,
"1": 180.6060791015625
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 82,
"label": "CLIP"
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
6
],
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"watermark, text\n"
]
},
{
"id": 26,
"type": "VAEEncodeForInpaint",
"pos": [
503,
669
],
"size": {
"0": 210,
"1": 98
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "pixels",
"type": "IMAGE",
"link": 73,
"label": "图像"
},
{
"name": "vae",
"type": "VAE",
"link": 83,
"label": "VAE"
},
{
"name": "mask",
"type": "MASK",
"link": 79,
"label": "遮罩"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
72
],
"slot_index": 0,
"label": "Latent"
}
],
"properties": {
"Node name for S&R": "VAEEncodeForInpaint"
},
"widgets_values": [
6
]
},
{
"id": 8,
"type": "VAEDecode",
"pos": [
1422,
387
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 42,
"label": "Latent"
},
{
"name": "vae",
"type": "VAE",
"link": 84,
"label": "VAE"
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
22
],
"slot_index": 0,
"label": "图像"
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
},
{
"id": 9,
"type": "SaveImage",
"pos": [
1709,
356
],
"size": {
"0": 210,
"1": 250
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 22,
"label": "图像"
}
],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 29,
"type": "CheckpointLoaderSimple",
"pos": [
30,
314
],
"size": {
"0": 315,
"1": 98
},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
80
],
"slot_index": 0,
"label": "模型"
},
{
"name": "CLIP",
"type": "CLIP",
"links": [
81,
82
],
"slot_index": 1,
"label": "CLIP"
},
{
"name": "VAE",
"type": "VAE",
"links": [
83,
84
],
"slot_index": 2,
"label": "VAE"
}
],
"properties": {
"Node name for S&R": "CheckpointLoaderSimple"
},
"widgets_values": [
"512-inpainting-ema.safetensors"
]
},
{
"id": 20,
"type": "LoadImage",
"pos": [
49,
679
],
"size": {
"0": 385,
"1": 365
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
73
],
"slot_index": 0,
"label": "图像"
},
{
"name": "MASK",
"type": "MASK",
"links": [
79
],
"slot_index": 1,
"label": "遮罩"
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"yosemite_inpaint_example.png",
"image"
]
},
{
"id": 3,
"type": "KSampler",
"pos": [
940,
180
],
"size": {
"0": 315,
"1": 262
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 80,
"label": "模型"
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 4,
"label": "正面条件"
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 6,
"label": "负面条件"
},
{
"name": "latent_image",
"type": "LATENT",
"link": 72,
"label": "Latent"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
42
],
"slot_index": 0,
"label": "Latent"
}
],
"properties": {
"Node name for S&R": "KSampler"
},
"widgets_values": [
1040111309094545,
"randomize",
20,
8,
"uni_pc_bh2",
"normal",
1
]
}
],
"links": [
[
4,
6,
0,
3,
1,
"CONDITIONING"
],
[
6,
7,
0,
3,
2,
"CONDITIONING"
],
[
22,
8,
0,
9,
0,
"IMAGE"
],
[
42,
3,
0,
8,
0,
"LATENT"
],
[
72,
26,
0,
3,
3,
"LATENT"
],
[
73,
20,
0,
26,
0,
"IMAGE"
],
[
79,
20,
1,
26,
2,
"MASK"
],
[
80,
29,
0,
3,
0,
"MODEL"
],
[
81,
29,
1,
6,
0,
"CLIP"
],
[
82,
29,
1,
7,
0,
"CLIP"
],
[
83,
29,
2,
26,
1,
"VAE"
],
[
84,
29,
2,
8,
1,
"VAE"
]
],
"groups": [
{
"title": "Load image and alpha mask for inpainting",
"bounding": [
-20,
607,
786,
442
],
"color": "#3f789e",
"font_size": 24,
"locked": false
}
],
"config": {},
"extra": {
"0246.VERSION": [
0,
0,
4
]
},
"version": 0.4
}
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- 潜空间噪声蒙版
{
"last_node_id": 36,
"last_link_id": 94,
"nodes": [
{
"id": 8,
"type": "VAEDecode",
"pos": [
1170,
390
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 42,
"label": "Latent"
},
{
"name": "vae",
"type": "VAE",
"link": 84,
"label": "VAE"
}
],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
22
],
"slot_index": 0,
"label": "图像"
}
],
"properties": {
"Node name for S&R": "VAEDecode"
}
},
{
"id": 9,
"type": "SaveImage",
"pos": [
1170,
480
],
"size": {
"0": 390,
"1": 400
},
"flags": {},
"order": 9,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 22,
"label": "图像"
}
],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 7,
"type": "CLIPTextEncode",
"pos": [
350,
410
],
"size": {
"0": 425.27801513671875,
"1": 180.6060791015625
},
"flags": {},
"order": 3,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 82,
"label": "CLIP"
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
6
],
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"nsfw, (worst quality), (low quality), (normal quality), "
]
},
{
"id": 29,
"type": "CheckpointLoaderSimple",
"pos": [
-50,
350
],
"size": {
"0": 315,
"1": 98
},
"flags": {},
"order": 0,
"mode": 0,
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
80
],
"slot_index": 0,
"label": "模型"
},
{
"name": "CLIP",
"type": "CLIP",
"links": [
81,
82
],
"slot_index": 1,
"label": "CLIP"
},
{
"name": "VAE",
"type": "VAE",
"links": [
84,
90
],
"slot_index": 2,
"label": "VAE"
}
],
"properties": {
"Node name for S&R": "CheckpointLoaderSimple"
},
"widgets_values": [
"majicmixLux_v3.safetensors"
]
},
{
"id": 35,
"type": "VAEEncode",
"pos": [
487.0909194946289,
860.63634074818
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 4,
"mode": 0,
"inputs": [
{
"name": "pixels",
"type": "IMAGE",
"link": 89,
"label": "图像"
},
{
"name": "vae",
"type": "VAE",
"link": 90,
"label": "VAE"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
91
],
"shape": 3,
"label": "Latent",
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEEncode"
}
},
{
"id": 33,
"type": "SetLatentNoiseMask",
"pos": [
550,
710
],
"size": {
"0": 210,
"1": 46
},
"flags": {},
"order": 6,
"mode": 0,
"inputs": [
{
"name": "samples",
"type": "LATENT",
"link": 91,
"label": "Latent"
},
{
"name": "mask",
"type": "MASK",
"link": 92,
"label": "遮罩"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
93
],
"shape": 3,
"label": "Latent",
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "SetLatentNoiseMask"
}
},
{
"id": 20,
"type": "LoadImage",
"pos": [
50,
680
],
"size": {
"0": 385,
"1": 365
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
89,
94
],
"slot_index": 0,
"label": "图像"
},
{
"name": "MASK",
"type": "MASK",
"links": [
92
],
"slot_index": 1,
"label": "遮罩"
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"clipspace/clipspace-mask-235017.40000000037.png [input]",
"image"
]
},
{
"id": 36,
"type": "PreviewImage",
"pos": [
810,
810
],
"size": {
"0": 320,
"1": 210
},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 94,
"label": "图像"
}
],
"properties": {
"Node name for S&R": "PreviewImage"
}
},
{
"id": 3,
"type": "KSampler",
"pos": [
810,
300
],
"size": {
"0": 320,
"1": 470
},
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 80,
"label": "模型"
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 4,
"label": "正面条件"
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 6,
"label": "负面条件"
},
{
"name": "latent_image",
"type": "LATENT",
"link": 93,
"label": "Latent"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
42
],
"slot_index": 0,
"label": "Latent"
}
],
"properties": {
"Node name for S&R": "KSampler"
},
"widgets_values": [
120385346292200,
"randomize",
21,
8,
"dpmpp_2m",
"normal",
0.5
]
},
{
"id": 6,
"type": "CLIPTextEncode",
"pos": [
350,
200
],
"size": {
"0": 422.84503173828125,
"1": 164.31304931640625
},
"flags": {},
"order": 2,
"mode": 0,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 81,
"label": "CLIP"
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"links": [
4
],
"slot_index": 0,
"label": "条件"
}
],
"properties": {
"Node name for S&R": "CLIPTextEncode"
},
"widgets_values": [
"masterpiece, best quality, 1girl, (bright yellow dress:1.2),(upper body:1.1), grassland, outdoors, sitting on the grass,"
]
}
],
"links": [
[
4,
6,
0,
3,
1,
"CONDITIONING"
],
[
6,
7,
0,
3,
2,
"CONDITIONING"
],
[
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[
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3.蒙版翻转、收缩与模糊选项工作流
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"properties": {
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4.上传蒙版
{
"last_node_id": 65,
"last_link_id": 138,
"nodes": [
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"id": 7,
"type": "CLIPTextEncode",
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"mode": 0,
"inputs": [
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"name": "clip",
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"outputs": [
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"name": "CONDITIONING",
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"slot_index": 0,
"label": "条件"
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],
"properties": {
"Node name for S&R": "CLIPTextEncode"
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"widgets_values": [
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},
{
"id": 8,
"type": "VAEDecode",
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"size": {
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"flags": {},
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"inputs": [
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"name": "samples",
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"label": "Latent"
},
{
"name": "vae",
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"link": 84,
"label": "VAE"
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],
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
22
],
"slot_index": 0,
"label": "图像"
}
],
"properties": {
"Node name for S&R": "VAEDecode"
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},
{
"id": 29,
"type": "CheckpointLoaderSimple",
"pos": [
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"size": {
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"flags": {},
"order": 0,
"mode": 0,
"outputs": [
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"slot_index": 0,
"label": "模型"
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{
"name": "CLIP",
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"slot_index": 2,
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"properties": {
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"widgets_values": [
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{
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"type": "SaveImage",
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"flags": {},
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"mode": 0,
"inputs": [
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],
"properties": {},
"widgets_values": [
"ComfyUI"
]
},
{
"id": 3,
"type": "KSampler",
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"size": {
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"flags": {},
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"mode": 0,
"inputs": [
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"label": "模型"
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{
"name": "positive",
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"link": 4,
"label": "正面条件"
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 6,
"label": "负面条件"
},
{
"name": "latent_image",
"type": "LATENT",
"link": 92,
"label": "Latent"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
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"slot_index": 0,
"label": "Latent"
}
],
"properties": {
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"widgets_values": [
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{
"id": 34,
"type": "VAEEncode",
"pos": [
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"size": {
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},
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "pixels",
"type": "IMAGE",
"link": 88,
"label": "图像"
},
{
"name": "vae",
"type": "VAE",
"link": 89,
"label": "VAE"
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],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
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"shape": 3,
"label": "Latent",
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "VAEEncode"
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},
{
"id": 33,
"type": "SetLatentNoiseMask",
"pos": [
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"size": {
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},
"flags": {},
"order": 8,
"mode": 0,
"inputs": [
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"type": "LATENT",
"link": 91,
"label": "Latent"
},
{
"name": "mask",
"type": "MASK",
"link": 129,
"label": "遮罩"
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
92
],
"shape": 3,
"label": "Latent",
"slot_index": 0
}
],
"properties": {
"Node name for S&R": "SetLatentNoiseMask"
}
},
{
"id": 20,
"type": "LoadImage",
"pos": [
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"size": {
"0": 385,
"1": 365
},
"flags": {},
"order": 1,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
88
],
"slot_index": 0,
"label": "图像"
},
{
"name": "MASK",
"type": "MASK",
"links": [],
"slot_index": 1,
"label": "遮罩"
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"clipspace/clipspace-mask-7249457.5.png [input]",
"image"
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"id": 6,
"type": "CLIPTextEncode",
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"size": {
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"flags": {},
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"mode": 0,
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"properties": {
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{
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"outputs": [
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"links": [
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"shape": 3,
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"properties": {
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"mode": 0,
"inputs": [
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"outputs": [
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"type": "MASK",
"links": [
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"shape": 3,
"label": "遮罩",
"slot_index": 0
}
],
"properties": {
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},
"widgets_values": [
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]
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{
"id": 65,
"type": "LoadImage",
"pos": [
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"size": [
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"flags": {},
"order": 2,
"mode": 0,
"outputs": [
{
"name": "IMAGE",
"type": "IMAGE",
"links": [
137
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"shape": 3,
"label": "图像"
},
{
"name": "MASK",
"type": "MASK",
"links": null,
"shape": 3,
"label": "遮罩"
}
],
"properties": {
"Node name for S&R": "LoadImage"
},
"widgets_values": [
"mask.jpg",
"image"
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}
],
"links": [
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4,
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"CONDITIONING"
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[
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],
[
22,
8,
0,
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"IMAGE"
],
[
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3,
0,
8,
0,
"LATENT"
],
[
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"MODEL"
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[
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6,
0,
"CLIP"
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[
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"CLIP"
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[
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"VAE"
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[
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"MASK"
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"IMAGE"
],
[
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"MASK"
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],
"groups": [
{
"title": "Load image and alpha mask for inpainting",
"bounding": [
-20,
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],
"color": "#8A8",
"font_size": 24,
"locked": false
}
],
"config": {},
"extra": {
"0246.VERSION": [
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},
"version": 0.4
}
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