NF.π Niccolò Ferrari

Research and industrial deployment

DeepGen Industrial Integration

Integration of deep generative anomaly detection into a high-speed industrial line.

Under reviewIndustrial application
arXiv SSRN DOI Official implementation

Overview

This work looks at anomaly detection as an integration problem, not only a modeling problem. The focus is a high-speed industrial line, where accuracy has to live together with acquisition timing, inference latency, process limits, and the practical cost of maintaining the system.