VizInspect Pro -- Automated Optical Inspection (AOI) solution

TL;DR

VizInspect Pro is a flexible, deep learning-based AOI system designed for factory automation, overcoming traditional vision system limitations with easy configuration, high accuracy, and scalability validated by enterprise customers.

Contribution

The paper introduces VizInspect Pro, a novel deep learning AOI solution built on Leo platform, enabling rapid setup, adaptability, and scalable inspection in manufacturing environments.

Findings

Validated by multiple enterprise customers

Effective in handling complex inspection tasks

Demonstrates high speed and accuracy in defect detection

Abstract

Traditional vision based Automated Optical Inspection (referred to as AOI in paper) systems present multiple challenges in factory settings including inability to scale across multiple product lines, requirement of vendor programming expertise, little tolerance to variations and lack of cloud connectivity for aggregated insights. The lack of flexibility in these systems presents a unique opportunity for a deep learning based AOI system specifically for factory automation. The proposed solution, VizInspect pro is a generic computer vision based AOI solution built on top of Leo - An edge AI platform. Innovative features that overcome challenges of traditional vision systems include deep learning based image analysis which combines the power of self-learning with high speed and accuracy, an intuitive user interface to configure inspection profiles in minutes without ML or vision expertise and the ability to solve complex inspection challenges while being tolerant to deviations and unpredictable defects. This solution has been validated by multiple external enterprise customers with confirmed value propositions. In this paper we show you how this solution and platform solved problems around model development, deployment, scaling multiple inferences and visualizations.