工作流 /
图像工具 /
人脸检测: MediaPipe
人脸检测: MediaPipe
Face Detection: MediaPipe
输入图像并检测每张人脸最多6个面部特征点，实现超快速多人脸检测
图像工具
9 个节点 1 个输入 34 次使用 ComfyUI ≥ 0.23.0 ComfyUI 28 KB
需要的权重
这个工作流引用了 1 个权重文件，其中 1 个能在本站模型库里找到。
mediapipe_face_fp32.safetensors
在模型库查看
节点构成
PreviewImage
× 2
MarkdownNote
× 2
LoadImage
× 1
MediaPipeFaceMeshVisualize
× 1
DrawBBoxes
× 1
6062babb-b649-4a71-be9e-20ebce567744
× 1
MaskPreview
× 1
官方标注的模型
Mediapipe
工作流 JSON
和上面「下载工作流 JSON」是同一份文件。
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429 "## Setup & links\n\n- [Hugging Face:Comfy-Org/mediapipe](https://huggingface.co/Comfy-Org/mediapipe)\n\n**ModelScope mirrors** (alternative repo location)\n\n- [ModelScope:Comfy-Org/mediapipe](https://modelscope.cn/models/Comfy-Org/mediapipe)\n\n- MediaPipe (upstream): [google-ai-edge/mediapipe](https://github.com/google-ai-edge/mediapipe)\n- ComfyUI feature: [#14009 — MediaPipe face detection](https://github.com/Comfy-Org/ComfyUI/pull/14009)\n- Subgraphs guide: [docs.comfy.org — Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model (local)\n\n**detection**\n\n- [mediapipe_face_fp32.safetensors](https://huggingface.co/Comfy-Org/mediapipe/resolve/main/detection/mediapipe_face_fp32.safetensors) (5.2 MB)\n\n## Model path\n\n```\nComfyUI/\n└── models/\n └── detection/\n └── mediapipe_face_fp32.safetensors\n```\n\n## Report issues\n\nUpdate ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and download the model above. Desktop/Cloud may lag nightly builds.\n\n- Runtime / backend: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow templates: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)"
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453 "## MediaPipe Face Detection\n\n**Scope (PR [#14009](https://github.com/Comfy-Org/ComfyUI/pull/14009))** \nFace only — BlazeFace + FaceMesh v2 + ARKit blendshapes. Not hand/pose/holistic. Upstream: [MediaPipe](https://github.com/google-ai-edge/mediapipe).\n\n**This workflow** \nOne subgraph drives detection; **Mask** and **Visualize** groups preview mask vs mesh/bboxes.\n\n---\n\n### Subgraph inputs\n\n| Pin | Description |\n|-----|-------------|\n| **image** | Input image batch to analyze. |\n| **face_landmarker** | Optional. Leave empty to use the built-in loader + `model_name` below. Connect an external `FACE_DETECTION_MODEL` to override. |\n\n### Subgraph parameters\n\n| Parameter | Description |\n|-----------|-------------|\n| **model_name** | Checkpoint in `ComfyUI/models/detection/` (default: `mediapipe_face_fp32.safetensors`). If this shows an error, download the model (see **Setup & links** note). |\n| **detector_variant** | **short** — close / large faces (~2 m). **full** — smaller or farther faces (~5 m), slower. **both** — runs both per frame and keeps the variant that found more faces (~2× cost). |\n| **num_faces** | Max faces per frame. **0** = no limit (return all detections). **1–16** = cap count (highest scores kept). |\n| **custom_face_oval** | Include face-outline region in the **mask** output. |\n| **custom_lips** | Include lips in the mask (union with other enabled regions). |\n| **custom_left_eye** | Include left eye region in the mask. |\n| **custom_right_eye** | Include right eye region in the mask. |\n| **custom_irises** | Include iris regions in the mask. |\n\nMask toggles use **custom** mode internally: only checked regions are filled; multiple ON regions are **unioned** into one mask per frame.\n\n### Subgraph outputs\n\n| Pin | Description |\n|-----|-------------|\n| **face_landmarks** | Per-frame faces: 478 landmarks, blendshapes, mesh topology (for mesh viz nodes). |\n| **bboxes** | Face bounding boxes — fed to **Draw BBoxes** in the Visualize group. |\n| **mask** | Binary mask from the region toggles above. |\n\n### Inside the subgraph (not on the widget panel)\n\nOpen the subgraph for advanced detection options: **min_confidence** (detection threshold), **missing_frame_fallback** (`empty` / `previous` / `interpolate` for failed frames in video batches).\n\n**Visualize group** uses separate nodes: mesh connection preset, color, line thickness (not exposed on the subgraph shell)."
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