Simulants: A Synthetic Data System

Background

Eye of the Beholder

Feature visualization techniques using Lucid

Reasoning

Testing

V1 Simulant
Network trained on natural images vs V1 Simulants

Clothes Maketh the Man

V2 Simulant
V2 Simulants: now with clothes

Notice a Pattern

V3 Simulant
V3 Simulants: randomized paterns
V3 Simulants fine tuned with natural images

Seeing Eye to Eye

Computer vision engineer with a focus on synthetic datasets for neural networks.