Nodes/ComfyUI-PortraitDatasetTools/Face Similarity Score (ArcFace vs a reference folder)
ComfyUI Node

Face Similarity Score (ArcFace vs a reference folder)

A ComfyUI node in image/face with 6 inputs and 4 outputs.

By BillyBGit·Created 2 days ago·Updated 2 days ago· 0
Face Similarity Score (ArcFace vs a reference folder)
  • candidate_image
  • similarity
  • passes_threshold
  • output_folder
  • score_label
◄reference_folder/path/to/reference/images►
◄approach▾►
◄threshold0.45►
◄keep_foldervix_keep►
◄review_foldervix_review►
Categoryimage/face

Inputs (6)

NameTypeDefaultDescription
reference_folderSTRING/path/to/reference/images—
candidate_imageIMAGE—
approachCOMBOmean_embedding: average all reference embeddings into one centroid, single comparison (fast, standard). average_scores: compare to every reference individually and average the N scores (more robust to outlier reference images). any_match: KEEP if similarity >= threshold against ANY single reference (most permissive — best-match score is reported).
thresholdFLOAT0.450–1Similarity ≥ this → KEEP. 0.45 is a good starting point.
keep_folderSTRINGvix_keep—
review_folderSTRINGvix_review—

Outputs (4)

NameTypeDescription
similarityFLOAT—
passes_thresholdBOOLEAN—
output_folderSTRING—
score_labelSTRING—