ComfyUI Node
LC Face Variety Scorer 🧑🤝🧑
Same-face test. Finds the main face in every image, compares every face against every other with ArcFace, and averages it. score 0.0 - 1.0, lower = more variety. crowd_score compares the faces inside each image (group shots), -1 when no image has 2+ faces. Uses InsightFace buffalo_l (auto-downloads once, non-commercial research license).
LC Face Variety Scorer 🧑🤝🧑
- images
- score
- same_pct
- crowd_score
- grade
- report
- faces
- faces_found
◄same_threshold0.35►
◄min_face_px40►
◄device▾►
CategoryLC ModelBuilder/testing
Inputs (4)
| Name | Type | Default | Description |
|---|---|---|---|
| images | IMAGE | A batch of generations to test. Same prompt, different seeds works best. 8 or more images. | |
| same_threshold | FLOAT | 0.350.1–0.9 | Two faces scoring above this count as 'could be the same person' for same_pct. |
| min_face_px | INT | 408–1024 | Ignore detected faces narrower than this (background people, reflections). |
| device | COMBO | cpu works on every install and takes seconds for a normal test. auto tries CUDA first and falls back to CPU. |
Outputs (7)
| Name | Type | Description |
|---|---|---|
| score | FLOAT | — |
| same_pct | FLOAT | — |
| crowd_score | FLOAT | — |
| grade | STRING | — |
| report | STRING | — |
| faces | IMAGE | — |
| faces_found | INT | — |