Face Detector Benchmark: Tim Chklovski

61 images · 4 detectors compared · click any face to open source page
DetectorModel / MethodTime Faces foundIdentity clustersLargest cluster
dlib HOG (sequential) dlib 20.0 HOG 7.60s 63 55 4
dlib HOG (ProcessPoolExecutor) dlib 20.0 HOG 6.73s ✓ 63 55 4
Gemini 3 Flash + dlib embed gemini-3-flash-preview 48.78s 69 43 25
Gemini 3 Pro + dlib embed gemini-3-pro-preview 78.72s 58 35 22

dlib HOG (sequential)

7.60s · 63 faces · 55 clusters · top cluster 4 · 1.1x slower than fastest
Cluster #1 — likely Tim Chklovski (4 faces)
Cluster #2 (2 faces)
Cluster #3 (2 faces)
Cluster #4 (2 faces)
Cluster #5 (2 faces)

dlib HOG (ProcessPoolExecutor)

6.73s · 63 faces · 55 clusters · top cluster 4 · fastest
Cluster #1 — likely Tim Chklovski (4 faces)
Cluster #2 (2 faces)
Cluster #3 (2 faces)
Cluster #4 (2 faces)
Cluster #5 (2 faces)

Gemini 3 Flash + dlib embed

48.78s · 69 faces · 43 clusters · top cluster 25 · 7.2x slower than fastest
Cluster #1 — likely Tim Chklovski (25 faces) +13 more
Cluster #2 (2 faces)
Cluster #3 (2 faces)
Cluster #4 (1 face)
Cluster #5 (1 face)

Gemini 3 Pro + dlib embed

78.72s · 58 faces · 35 clusters · top cluster 22 · 11.7x slower than fastest
Cluster #1 — likely Tim Chklovski (22 faces) +10 more
Cluster #2 (2 faces)
Cluster #3 (2 faces)
Cluster #4 (1 face)
Cluster #5 (1 face)