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List Available Face Recognition Models

Source: R/setup.R
available_models.Rd

Returns a character vector of available face recognition models that can be used for embedding extraction.

Usage

available_models()

Value

Character vector of model names.

Details

Available models with their embedding dimensions:

  • VGG-Face (4096-d) - Legacy model

  • Facenet (128-d) - Google's FaceNet

  • Facenet512 (512-d) - FaceNet with larger embeddings

  • OpenFace (128-d) - Open source

  • DeepFace (4096-d) - Facebook's model

  • DeepID (160-d) - Compact model

  • ArcFace (512-d) - State-of-the-art, recommended

  • Dlib (128-d) - Lightweight

  • SFace (128-d) - Lightweight

  • GhostFaceNet (512-d) - Efficient

Examples

available_models()
#>  [1] "VGG-Face"     "Facenet"      "Facenet512"   "OpenFace"     "DeepFace"    
#>  [6] "DeepID"       "ArcFace"      "Dlib"         "SFace"        "GhostFaceNet"