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• 创建日期 2026年3月18日
• 最后更新 2026年9月21日

ControlNet的简单应用

ControlNet的简单应用：基于 SD 1.5、ControlNet 搭建的人像调节方案，节点规模 14 个、连线 16 条。工作流主路径为 CLIPTextEncode ×2、SaveImage ×2、EmptyLatentImage ×1，配合 输出图像，默认输出 512×768；节点已按执行顺序排布，便于二次修改。主模型 SD1.5majicmixRealistic_v7.safetensors、SD1.5vaeFtMse840000Ema_v10.safetensors、SD1.5control_v11p_sd15_openpose.pth。下载后直接导入即可使用，建议显存 4GB 起。

• 主模型：SD1.5majicmixRealistic_v7.safetensors、SD1.5vaeFtMse840000Ema_v10.safetensors、SD1.5control_v11p_sd15_openpose.pth
• 核心节点：CLIPTextEncode ×2、SaveImage ×2、EmptyLatentImage ×1
• 输出形式：输出图像 · 512×768
• 规模：14 节点 / 16 连线
• 建议显存：4GB 起
• 适用场景：人像精修、磨皮、修手修脸、去 AI 味与表情姿态微调。

工作流节点图

图较大可横向滚动；点击图片查看高清矢量原图（浏览器中可自由缩放）。

资源头图

使用说明

下载工作流文件后在 ComfyUI 中直接拖入画布（或菜单 Load 导入）即可运行；缺失的自定义节点用 ComfyUI Manager 一键安装，模型按文件名放入对应的 models 目录。

源码预览

{
    "last_node_id": 21,
    "last_link_id": 33,
    "nodes": [
        {
            "id": 7,
            "type": "CLIPTextEncode",
            "pos": [
                493,
                348
            ],
            "size": [
                425.27801513671875,
                180.6060791015625
            ],
            "flags": [],
            "order": 8,
            "mode": 0,
            "inputs": [
                {
                    "name": "clip",
                    "type": "CLIP",
                    "link": 5,
                    "label": "clip"
                }
            ],
            "outputs": [
                {
                    "name": "CONDITIONING",
                    "type": "CONDITIONING",
                    "links": [
                        27
                    ],
                    "slot_index": 0,
                    "label": "CONDITIONING"
                }
            ],
            "properties": {
                "Node name for S&R": "CLIPTextEncode"
            },
            "widgets_values": [
                "(worst quality, low quality, bad_pictures, bad_pictures,  negative_hand-neg), nsfw, txt, watermark, "
            ]
        },
        {
            "id": 6,
            "type": "CLIPTextEncode",
            "pos": [
                492,
                132
            ],
            "size": [
                422.84503173828125,
                164.31304931640625
            ],
            "flags": [],
            "order": 7,
            "mode": 0,
            "inputs": [
                {
                    "name": "clip",
                    "type": "CLIP",
                    "link": 3,
                    "label": "clip"
                }
            ],
            "outputs": [
                {
                    "name": "CONDITIONING",
                    "type": "CONDITIONING",
                    "links": [
                        26
                    ],
                    "slot_index": 0,
                    "label": "CONDITIONING"
                }
            ],
            "properties": {
                "Node name for S&R": "CLIPTextEncode"
            },
            "widgets_values": [
                "a perfect photo of a young girl, bob hair, best quality, masterpiece, (photorealistic:1.4), cinematic light,Look at the camera ,(natural skin texture, realistic eye and face details),Fujiflim XT5, DSLR, 35mm,(detailed face:1.33),finely detail,best shadow, perfect lighting,realistic,extreme detailed,hyper realistic,depth of field, (white background) "
            ]
        },
        {
            "id": 5,
            "type": "EmptyLatentImage",
            "pos": [
                578,
                584
            ],
            "size": [
                315,
                106
            ],
            "flags": [],
            "order": 0,
            "mode": 0,
            "inputs": [],
            "outputs": [
                {
                    "name": "LATENT",
                    "type": "LATENT",
                    "links": [
                        2
                    ],
                    "slot_index": 0,
                    "label": "LATENT"
                }
            ],
            "properties": {
                "Node name for S&R": "EmptyLatentImage"
            },
            "widgets_values": [
                512,
                768,
                1
            ]
        },
        {
            "id": 3,
            "type": "KSampler",
            "pos": [
                1158,
                157
            ],
            "size": [
                315,
                262
            ],
            "flags": [],
            "order": 11,
            "mode": 0,
            "inputs": [
                {
                    "name"
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