What is the Face Identity (SCRFD + ArcFace) extractor used for?

Employee verification, photo organization, face clustering, surveillance, identity systems.

When should I not use Face Identity (SCRFD + ArcFace)?

General image search (use image_extractor), object detection (use multimodal_extractor). Reach for it when you need face search, person re-identification across footage, and cast/talent indexing.

How much does the Face Identity (SCRFD + ArcFace) extractor cost?

5 cr/image, 5 cr/face. Credits are billed per unit processed; see mixpeek.com/pricing for the credit rate.

What file types does Face Identity (SCRFD + ArcFace) support?

Image, Video, PDF. It produces embeddings from insightface__arcface.

Image

Face Identity Extractor

Name: Face Identity Extractor
Price: 25 USD
Author: Mixpeek

Detect, align, and embed faces to 512-D ArcFace vectors across image, video and PDF, using SCRFD for detection.

v1 · 5 cr/image, 5 cr/face

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Note: This playground provides simulated output to showcase functionality. No input data is processed or stored on our servers. Use this demo to explore the feature extractor's capabilities before integrating it into your application.

Input

File URL string

Enter a URL to a image file

Upload image

Drag and drop a image file here, or click to browse

Select File

Output

{
  "face_identity_extractor_v1_embedding": "ArcFace face embedding (512-d L2-normalized vector). Use cosine similarity for face matching. Similarity > 0.25-0.30 indicates same person.",
  "face_index": "Index of this face in source image (0-based)",
  "bbox": "Face bounding box {x1, y1, x2, y2, width, height}",
  "detection_score": "SCRFD detection confidence (0.0-1.0)",
  "landmarks": "5 facial landmarks for alignment",
  "quality_score": "Face quality score (0.0-1.0)",
  "quality_components": "Quality component scores",
  "face_crop_url": "S3 URL of aligned 112×112 face crop JPEG",
  "aligned_face_crop": "Base64 aligned 112×112 face crop",
  "source_frame_thumbnail": "Base64 resized source frame thumbnail for display with bbox overlay",
  "source_frame_width": "Original source frame width in pixels",
  "source_frame_height": "Original source frame height in pixels",
  "frame_number": "Frame number in source video",
  "timestamp": "Timestamp in source video (seconds)",
  "page_number": "Page number in source PDF (0-based)",
  "embedding_model": "Embedding model used",
  "detection_model": "Detection model used",
  "processing_time_ms": "Processing time (milliseconds)"
}

Ready to run Face Identity Extractor on your data? Spin it up in Studio: no infra to host.

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Face Identity Extractor: common questions

What is the Face Identity (SCRFD + ArcFace) extractor used for?: Employee verification, photo organization, face clustering, surveillance, identity systems.
When should I not use Face Identity (SCRFD + ArcFace)?: General image search (use image_extractor), object detection (use multimodal_extractor). Reach for it when you need face search, person re-identification across footage, and cast/talent indexing.
How much does the Face Identity (SCRFD + ArcFace) extractor cost?: 5 cr/image, 5 cr/face. Credits are billed per unit processed; see mixpeek.com/pricing for the credit rate.
What file types does Face Identity (SCRFD + ArcFace) support?: Image, Video, PDF. It produces embeddings from insightface__arcface.

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