Procedural Generation & ML Datasets

Synthetic Data

Building procedural systems that generate photorealistic datasets for training computer vision and machine learning models at scale.

Photorealistic retail environments with controllable shelving, products, and lighting

18 mask types with cloth simulation, expressions, and head positions

Procedural tax documents for OCR model training

Varying room geometry, materials, furniture, layout, and lighting

Diverse clothing configurations with varying styles, fabrics, and poses

Parameterized body shapes, facial animation, hair, hands, and arm tracking

Combining traditional VFX with generative AI for training data