Subject Grouping Engine

AI Face Clustering & Subject Grouping

Find every photo of key subjects across a 10,000-image catalog. QuantileCull generates local face embeddings to cluster keynote speakers, VIP guests, and wedding couples without uploading biometric data to the cloud.

1. Local Face Embeddings

Extracts high-dimensional facial vector representations locally in RAM with zero cloud telemetry or privacy risks.

2. Subject Timeline Search

Filter by specific key personalities to ensure balanced gallery representation across multi-day shoots.

3. VIP Deliverable Sorting

Quickly create dedicated sub-galleries for corporate sponsors, guest speakers, or key family members in seconds.

Isolate Key Subjects in Seconds

Test QuantileCull's offline face clustering with a free 14-day evaluation trial.

Download Free Trial