diff --git a/example_workflow/SDMatte精细抠图.json b/example_workflow/SDMatte精细抠图.json new file mode 100644 index 0000000..7f11857 --- /dev/null +++ b/example_workflow/SDMatte精细抠图.json @@ -0,0 +1,350 @@ +{ + "id": "9f3c1a70-5d2b-4e88-9c1a-7b6e2d4f0a11", + "revision": 0, + "last_node_id": 12, + "last_link_id": 14, + "nodes": [ + { + "id": 1, + "type": "LoadImage", + "pos": [-2320, 1180], + "size": [300, 330], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "label": "图像", + "name": "IMAGE", + "type": "IMAGE", + "links": [1, 4, 9] + }, + { + "label": "遮罩", + "name": "MASK", + "type": "MASK", + "links": [] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.49", + "Node name for S&R": "LoadImage" + }, + "widgets_values": ["example.png", "image"], + "title": "① 加载原图" + }, + { + "id": 2, + "type": "LayerMask: LoadBiRefNetModelV2", + "pos": [-2320, 1570], + "size": [300, 58], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "label": "birefnet_model", + "name": "birefnet_model", + "type": "BIREFNET_MODEL", + "links": [2] + } + ], + "properties": { + "cnr_id": "comfyui_layerstyle_advance", + "Node name for S&R": "LayerMask: LoadBiRefNetModelV2" + }, + "widgets_values": ["BiRefNet-General"], + "color": "rgba(27, 80, 119, 0.7)" + }, + { + "id": 3, + "type": "LayerMask: BiRefNetUltraV2", + "pos": [-1960, 1570], + "size": [300, 246], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [ + { + "label": "图像", + "name": "image", + "type": "IMAGE", + "link": 1 + }, + { + "label": "BiRefNet模型", + "name": "birefnet_model", + "type": "BIREFNET_MODEL", + "link": 2 + } + ], + "outputs": [ + { + "label": "图像", + "name": "image", + "type": "IMAGE", + "links": [] + }, + { + "label": "遮罩", + "name": "mask", + "type": "MASK", + "links": [3] + } + ], + "properties": { + "cnr_id": "comfyui_layerstyle_advance", + "Node name for S&R": "LayerMask: BiRefNetUltraV2" + }, + "widgets_values": ["GuidedFilter", 4, 2, 0.01, 0.99, false, "cuda", 2], + "color": "rgba(27, 80, 119, 0.7)", + "title": "② 粗遮罩（只需框住主体）" + }, + { + "id": 4, + "type": "RuiSDMatteLoader", + "pos": [-1960, 1180], + "size": [340, 130], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "sdmatte_model", + "type": "SDMATTE_MODEL", + "links": [5] + } + ], + "properties": { + "aux_id": "rui40000/Ruinode", + "Node name for S&R": "RuiSDMatteLoader" + }, + "widgets_values": ["SDMatte_plus.safetensors", "fp32", "auto", true], + "title": "③ SDMatte 加载器" + }, + { + "id": 5, + "type": "RuiSDMatte", + "pos": [-1540, 1180], + "size": [300, 250], + "flags": {}, + "order": 4, + "mode": 0, + "inputs": [ + { + "name": "sdmatte_model", + "type": "SDMATTE_MODEL", + "link": 5 + }, + { + "name": "image", + "type": "IMAGE", + "link": 4 + }, + { + "name": "mask", + "type": "MASK", + "link": 3 + } + ], + "outputs": [ + { + "name": "alpha", + "type": "MASK", + "links": [6, 7] + }, + { + "name": "cutout", + "type": "IMAGE", + "links": [11] + } + ], + "properties": { + "aux_id": "rui40000/Ruinode", + "Node name for S&R": "RuiSDMatte" + }, + "widgets_values": ["bbox_mask", 1024, true, "", 35, 0, "fixed"], + "color": "#232", + "bgcolor": "#353", + "title": "④ SDMatte 精细抠图" + }, + { + "id": 6, + "type": "MaskPreview", + "pos": [-1180, 1180], + "size": [280, 300], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [ + { + "label": "遮罩", + "name": "mask", + "type": "MASK", + "link": 6 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "Node name for S&R": "MaskPreview" + }, + "widgets_values": [], + "title": "alpha 遮罩" + }, + { + "id": 7, + "type": "InvertMask", + "pos": [-1180, 1540], + "size": [160, 26], + "flags": {}, + "order": 6, + "mode": 0, + "inputs": [ + { + "name": "mask", + "type": "MASK", + "link": 7 + } + ], + "outputs": [ + { + "name": "MASK", + "type": "MASK", + "links": [8] + } + ], + "properties": { + "cnr_id": "comfy-core", + "Node name for S&R": "InvertMask" + }, + "widgets_values": [], + "title": "反相（JoinImageWithAlpha 内部会再反一次）" + }, + { + "id": 8, + "type": "JoinImageWithAlpha", + "pos": [-1180, 1620], + "size": [200, 46], + "flags": {}, + "order": 7, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 9 + }, + { + "name": "alpha", + "type": "MASK", + "link": 8 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [10] + } + ], + "properties": { + "cnr_id": "comfy-core", + "Node name for S&R": "JoinImageWithAlpha" + }, + "widgets_values": [], + "title": "合成透明背景 RGBA" + }, + { + "id": 9, + "type": "PreviewImage", + "pos": [-880, 1540], + "size": [320, 400], + "flags": {}, + "order": 8, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 10 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "Node name for S&R": "PreviewImage" + }, + "widgets_values": [], + "color": "#232", + "bgcolor": "#353", + "title": "透明背景成品（RGBA）" + }, + { + "id": 10, + "type": "PreviewImage", + "pos": [-540, 1180], + "size": [320, 300], + "flags": {}, + "order": 9, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 11 + } + ], + "outputs": [], + "properties": { + "cnr_id": "comfy-core", + "Node name for S&R": "PreviewImage" + }, + "widgets_values": [], + "title": "cutout（黑底预览）" + }, + { + "id": 11, + "type": "Note", + "pos": [-2320, 800], + "size": [700, 330], + "flags": {}, + "order": 10, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": {}, + "widgets_values": [ + "SDMatte 精细抠图 —— 关键设置\n\n【is_transparent】← 最容易忽略、影响最大\n · 玻璃 / 水 / 纱 / 烟雾 / 冰 等透明、半透明物体：必须打开\n · 人物 / 动物 / 产品 等不透明物体：关闭\n 该开关切换模型的不透明度嵌入分支。抠玻璃时关闭它，背景会浮起一层灰雾\n （实测：关闭时 84.8% 的像素落在半灰区间，打开后降到 27.7%）。\n\n【prompt_type】保持 bbox_mask\n 官方测试脚本的主路径，最稳。它只取 mask 的外接框，\n 所以上游的粗遮罩不必精确，框住主体即可。\n\n【inference_size】保持 1024，与官方测试一致。\n\n【caption】用 SDMatte_plus 时留空\n plus 版训练集用 COCO-Matte 替换了 RefMatte，没学过文本指代，\n 填了反而更差。只有 SDMatte.pth 填英文描述才有正向作用。\n\n【point_mask】SDMatte_plus 不支持，会输出全黑，需要点提示请换 SDMatte.pth。\n\n【上游粗遮罩】BiRefNet 的 process_detail 保持关闭即可 ——\n SDMatte 只用它的外接框，细化那一步纯属浪费时间。\n\n【显存】fp32@1024 开启 attention_slicing 约需 9.1GB（关闭约 15.5GB）。" + ], + "color": "#432", + "bgcolor": "#653" + } + ], + "links": [ + [1, 1, 0, 3, 0, "IMAGE"], + [2, 2, 0, 3, 1, "BIREFNET_MODEL"], + [3, 3, 1, 5, 2, "MASK"], + [4, 1, 0, 5, 1, "IMAGE"], + [5, 4, 0, 5, 0, "SDMATTE_MODEL"], + [6, 5, 0, 6, 0, "MASK"], + [7, 5, 0, 7, 0, "MASK"], + [8, 7, 0, 8, 1, "MASK"], + [9, 1, 0, 8, 0, "IMAGE"], + [10, 8, 0, 9, 0, "IMAGE"], + [11, 5, 1, 10, 0, "IMAGE"] + ], + "groups": [], + "config": {}, + "extra": { + "ds": { + "scale": 0.75, + "offset": [2600, -700] + } + }, + "version": 0.4 +}