The real human layers for AI training

Proprietary 4D Scanning - in motion
+ 287K People in Our Database
+ Casting Platform for Producers
+ 20 Years of Film Experience
+ 25 Years of Casting and Hiring
= Unique Human Datasets, Licensed & GDPR-Compliant
Send Request Book a Call
Abstract data face point cloud
ethnicity: central-european
expression: neutral
tattoos: none
voice: baritone
gait: normal
pose: T-pose

Six modalities. One ecosystem.

4D Scans

Volumetric data - full 3D models in motion. PBR textures, FACS-coded expressions. 55 synchronized cameras, fully automated pipeline.

55 sync cameras full automation 3-Method Data Fusion <0.2px Reprojection Error

3D Scans

High-fidelity static 3D body and face scans. Production-ready meshes with PBR textures.

sub-mm precision pbr textures High-Res Bind Pose Mesh FACS-Coded Base

Video

Scenarios, emotions, body movements, interactions.

60fps strict scripts FACS & Viseme Focused Extreme Pose Determination

Photo

Portraits, full body, expressions, gestures.

studio-quality 4K+ Full PBR Maps Blood Flow Maps

Voice

Speech, intonations, accents, multi-language. Access to a wide pool of voice talent across varied speaking styles.

287K talent pool accent variation Phoneme-Focused Dynamics

Metadata

Tags span appearance, movement, voice, and context. Recordings can be linked into search, filtering, and embedding workflows.

100+ attributes cross-modal tagging embedding-ready assets

Real data in a synthetic world

In the age of AI-generated everything, ground truth is the new premium.

0K

Real People

Europe's largest consent-based face and body bank. Over 100+ tagged attributes. All profiles are accessible through our online casting application, making remote search and selection fast and scalable.

4D

Precision Capture

Proprietary scanning: 55 synchronized cameras, 3 measurement methods fused, sub-pixel calibration. FACS, PBR textures, markerless motion — at 60fps.

0

Years of Production

Born from film. For two decades, STARS Impresariat has worked with models, extras, and commercial talent across large-scale productions. See the full portfolio.

Enterprise-grade. From day one.

🔒 GDPR Compliant
📜 Commercially Licensed
⚖️ Bias-Aware Built-in

Let's build your dataset.

Describe your AI training needs. Custom proposal within 48h.

Stars Impresariat × Mnemosis venture. Warsaw, Poland.
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Email contact@humaset.ai Dataset inquiries Phone +48 500 044 775 Iwona