Vision for Production (V4P)

V4P (Vision for Production) is a research and development group focused on delivering cutting-edge, high-performance vision AI solutions tailored for complex, harsh manufacturing environments. The group pioneers an advanced hybrid data approach—combining synthetic data, generative AI, and real-world samples—to train robust AI models. By embedding rich domain knowledge, such as CAD data, surface-light interaction models, and defect or texture representations, V4P significantly enhances model generalization and reliability.

A core strength of V4P lies in Virtual Commissioning, where the team optimizes vision system configurations, including viewpoints and topologies, before deployment. This accelerates integration while reducing trial-and-error phases on-site. Additionally, the group champions Easy Retraining pipelines that incorporate data space analysis, automatic corner case detection, and pathways toward fully automated retraining workflows—ensuring long-term system adaptability and resilience.

Unique Selling Points (USPs):

• High-speed vision and AI pipelines

• Markerless 3D scanning and inspection

• Industrial-grade robustness in challenging production settings

V4P’s mission is to democratize intelligent vision in manufacturing by making systems smarter, faster, and more adaptive—from digital twin simulations to real-world operations.