DemonGatanjieuandClaude Opus 5.5
ce4b8a8a49
place_in_scene takes two pictures (add_nodes' new scene argument, $scene in a block marked "scene"): the character is cut out (inspyrenet-rembg), the place scaled and cropped to its size (GetImageSize, ImageScale), the character pasted on (ImageCompositeMasked) and everything else redrawn at denoise 0.5 with the edge grown 6 px, so shadow and ground meet it while the place keeps its look. Tried on an RTX 4050 6 GB with SDXL (Illustrious) 832x1216: about 40 s. The blocks' short words are shorter so begin_task stays under 4000 characters. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
328 lines
7.8 KiB
JSON
328 lines
7.8 KiB
JSON
{
|
||
"job": "upscale",
|
||
"rank": 2,
|
||
"short": "tile-held",
|
||
"title": {
|
||
"zh": "平铺放大",
|
||
"en": "Upscale held by tile"
|
||
},
|
||
"about": {
|
||
"zh": "和「放大」一样放大到 1.25 倍，但重画时用平铺控制网把画面钉住，所以重画强度可以调到 0.5，细节多得多，构图也不跑。SDXL 用 Union 控制网，NoobAI/Illustrious 用 NoobAI 的平铺控制网；画布上是 Anima 模型时改用 Anima 的修复 LLLite。 Anima 版比较慢（6GB 显存约 10 分钟）。",
|
||
"en": "Like Upscale to 1.25×, but a tile ControlNet holds the picture while it is redrawn, so the redraw can be stronger (0.5): much more detail, the layout kept. SDXL uses the union ControlNet, NoobAI and Illustrious NoobAI's tile one; on an Anima model, Anima's tile-repair LLLite. The Anima build is slow (about 10 minutes on a 6 GB card)."
|
||
},
|
||
"source": {
|
||
"zh": "参考工作流的「通用放大」组（作者默认开着平铺控制网：强度 0.6，到 80% 的步数）",
|
||
"en": "The reference workflow's general upscale, with its tile ControlNet on (strength 0.6, to 80% of the steps) as its author sets it"
|
||
},
|
||
"packs": {},
|
||
"upscaler": true,
|
||
"upscale_by": 1.25,
|
||
"control": "tile",
|
||
"extras": {
|
||
"ColorMatch": "ComfyUI-KJNodes"
|
||
},
|
||
"nodes": {
|
||
"upscaler": {
|
||
"class_type": "UpscaleModelLoader",
|
||
"inputs": {
|
||
"model_name": "$upscaler"
|
||
}
|
||
},
|
||
"enlarge": {
|
||
"class_type": "ImageUpscaleWithModel",
|
||
"inputs": {
|
||
"upscale_model": [
|
||
"upscaler",
|
||
0
|
||
],
|
||
"image": [
|
||
"$save.images",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"fit": {
|
||
"class_type": "ImageScaleBy",
|
||
"inputs": {
|
||
"image": [
|
||
"enlarge",
|
||
0
|
||
],
|
||
"upscale_method": "lanczos",
|
||
"scale_by": "$fit"
|
||
}
|
||
},
|
||
"controlnet": {
|
||
"class_type": "ControlNetLoader",
|
||
"inputs": {
|
||
"control_net_name": "$controlnet"
|
||
}
|
||
},
|
||
"hold": {
|
||
"class_type": "ControlNetApplyAdvanced",
|
||
"inputs": {
|
||
"positive": [
|
||
"$sampler.positive",
|
||
"*"
|
||
],
|
||
"negative": [
|
||
"$sampler.negative",
|
||
"*"
|
||
],
|
||
"control_net": [
|
||
"controlnet",
|
||
0
|
||
],
|
||
"image": [
|
||
"fit",
|
||
0
|
||
],
|
||
"vae": [
|
||
"$decode.vae",
|
||
"*"
|
||
],
|
||
"strength": 0.6,
|
||
"start_percent": 0.0,
|
||
"end_percent": 0.8
|
||
}
|
||
},
|
||
"encode": {
|
||
"class_type": "VAEEncode",
|
||
"inputs": {
|
||
"pixels": [
|
||
"fit",
|
||
0
|
||
],
|
||
"vae": [
|
||
"$decode.vae",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"redraw": {
|
||
"class_type": "KSampler",
|
||
"like": "$sampler",
|
||
"inputs": {
|
||
"model": [
|
||
"$sampler.model",
|
||
"*"
|
||
],
|
||
"positive": [
|
||
"hold",
|
||
0
|
||
],
|
||
"negative": [
|
||
"hold",
|
||
1
|
||
],
|
||
"latent_image": [
|
||
"encode",
|
||
0
|
||
],
|
||
"denoise": 0.5
|
||
}
|
||
},
|
||
"decode": {
|
||
"class_type": "VAEDecode",
|
||
"inputs": {
|
||
"samples": [
|
||
"redraw",
|
||
0
|
||
],
|
||
"vae": [
|
||
"$decode.vae",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"match": {
|
||
"class_type": "ColorMatch",
|
||
"optional": true,
|
||
"inputs": {
|
||
"image_ref": [
|
||
"fit",
|
||
0
|
||
],
|
||
"image_target": [
|
||
"decode",
|
||
0
|
||
],
|
||
"method": "mkl",
|
||
"strength": 1.0,
|
||
"multithread": true
|
||
}
|
||
},
|
||
"save": {
|
||
"class_type": "SaveImage",
|
||
"inputs": {
|
||
"images": [
|
||
"match|decode",
|
||
0
|
||
],
|
||
"filename_prefix": "upscaled"
|
||
}
|
||
}
|
||
},
|
||
"variants": {
|
||
"anima": {
|
||
"packs": {
|
||
"AnimaLLLiteApply_sdscripts": "ComfyUI-Anima-LLLite"
|
||
},
|
||
"control": null,
|
||
"lllite": "tile",
|
||
"nodes": {
|
||
"upscaler": {
|
||
"class_type": "UpscaleModelLoader",
|
||
"inputs": {
|
||
"model_name": "$upscaler"
|
||
}
|
||
},
|
||
"enlarge": {
|
||
"class_type": "ImageUpscaleWithModel",
|
||
"inputs": {
|
||
"upscale_model": [
|
||
"upscaler",
|
||
0
|
||
],
|
||
"image": [
|
||
"$save.images",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"fit": {
|
||
"class_type": "ImageScaleBy",
|
||
"inputs": {
|
||
"image": [
|
||
"enlarge",
|
||
0
|
||
],
|
||
"upscale_method": "lanczos",
|
||
"scale_by": "$fit"
|
||
}
|
||
},
|
||
"encode": {
|
||
"class_type": "VAEEncode",
|
||
"inputs": {
|
||
"pixels": [
|
||
"fit",
|
||
0
|
||
],
|
||
"vae": [
|
||
"$decode.vae",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"redraw": {
|
||
"class_type": "KSampler",
|
||
"like": "$sampler",
|
||
"inputs": {
|
||
"model": [
|
||
"hold",
|
||
0
|
||
],
|
||
"positive": [
|
||
"$sampler.positive",
|
||
"*"
|
||
],
|
||
"negative": [
|
||
"$sampler.negative",
|
||
"*"
|
||
],
|
||
"latent_image": [
|
||
"encode",
|
||
0
|
||
],
|
||
"denoise": 0.5
|
||
}
|
||
},
|
||
"decode": {
|
||
"class_type": "VAEDecode",
|
||
"inputs": {
|
||
"samples": [
|
||
"redraw",
|
||
0
|
||
],
|
||
"vae": [
|
||
"$decode.vae",
|
||
"*"
|
||
]
|
||
}
|
||
},
|
||
"match": {
|
||
"class_type": "ColorMatch",
|
||
"optional": true,
|
||
"inputs": {
|
||
"image_ref": [
|
||
"fit",
|
||
0
|
||
],
|
||
"image_target": [
|
||
"decode",
|
||
0
|
||
],
|
||
"method": "mkl",
|
||
"strength": 1.0,
|
||
"multithread": true
|
||
}
|
||
},
|
||
"save": {
|
||
"class_type": "SaveImage",
|
||
"inputs": {
|
||
"images": [
|
||
"match|decode",
|
||
0
|
||
],
|
||
"filename_prefix": "upscaled"
|
||
}
|
||
},
|
||
"hold": {
|
||
"class_type": "AnimaLLLiteApply_sdscripts",
|
||
"inputs": {
|
||
"model": [
|
||
"$sampler.model",
|
||
"*"
|
||
],
|
||
"lllite_name": "$lllite",
|
||
"image": [
|
||
"fit",
|
||
0
|
||
],
|
||
"strength": 0.9,
|
||
"start_percent": 0.0,
|
||
"end_percent": 0.8,
|
||
"preserve_wrapper": true
|
||
}
|
||
}
|
||
},
|
||
"after": "On this Anima model Anima's tile-repair LLLite holds the picture (0.9, to 80% of the steps) while it is redrawn at denoise 0.5. run_workflow; the larger one is saved beside it (prefix upscaled). It is slow on a small card (about 10 minutes on 6 GB): say so before running it."
|
||
}
|
||
},
|
||
"after": "run_workflow saves the picture as before and the 1.25× one beside it (prefix upscaled): a tile ControlNet holds it (strength 0.6, to 80% of the steps) while it is redrawn at denoise 0.5. Lower the denoise if it changes too much, raise the strength to hold it closer.",
|
||
"notes": "The source's tile values; denoise 0.5 because the tile holds the picture (the source went to 0.85 with a latent upscale).",
|
||
"models": [
|
||
"union_promax_sdxl",
|
||
"noob_tile",
|
||
"anima_tile_repair",
|
||
"2x_animesharp_v4"
|
||
],
|
||
"tested": {
|
||
"gpu": "RTX 4050 Laptop",
|
||
"vram_gb": 6,
|
||
"date": "2026-10-27",
|
||
"runs": [
|
||
{
|
||
"model": "SDXL (Illustrious)",
|
||
"size": "832×1216 → 1.25×",
|
||
"seconds": 77
|
||
},
|
||
{
|
||
"model": "Anima",
|
||
"size": "1216×832 → 1.25×",
|
||
"seconds": 710
|
||
}
|
||
]
|
||
}
|
||
}
|