• Date: October 21, 2026 (Wednesday)
• Time: 7:00 a.m. PT / 10:00 a.m. ET / 4:00 p.m. CET  / 7:30 p.m. IST / 10:00 p.m. CST (China)
• Presenter: Lars Fermum, Senior Application Engineer (EMEA)
• Strategic Focus: Explore how to build production-ready AI inspection—combining deep edge AI with rules-based vision, flexible model development, onboard inference, deterministic validation, and complete factory decision-making in one unified smart camera workflow.
• Registration Link: https://go.lmi3d.com/2dwebinar-episode2

Summary

AI can identify complex defects, anomalies, and variable conditions that are difficult to define with traditional vision. But inference alone is not a production inspection. Manufacturing still requires reliable acquisition, localization, measurement, tolerance logic, pass/fail decisions, communication, visualization, and traceability.

Production-ready inspection uses each technology where it performs best. AI handles visual variability, while rules-based vision provides deterministic measurement, verification, and control. AI results can become inputs to downstream inspection tools—allowing an anomaly region to be measured, a classification to select inspection logic, or an object detection result to define a dynamic region of interest.

In Episode 2, we explore how Gocator® 2D and GoPxL® bring these capabilities together in one unified smart camera workflow—from acquisition and AI inference through measurement, validation, decision logic, and factory communication. We’ll also examine flexible AI development, including bring-your-own AI models, and how Replay can use recorded production data to refine and validate the complete inspection before changes return to production.

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What You Will Explore

• The Production AI Gap: Understand why AI inference is only one part of a production inspection—and how AI and rules-based vision work together to turn model outputs into reliable factory decisions.
• Flexible AI Development: Explore integrated and external model-development workflows, including bring-your-own AI models, and how compatible models can be deployed directly on Gocator® 2D.
• From AI Model to Production Inspection: See how Gocator® 2D and GoPxL® connect acquisition, preprocessing, AI inference, deterministic measurement, decision logic, and industrial communication in one unified edge workflow.
• Production Validation: Learn how recorded production data and GoPxL® Replay can be used to refine models and inspection logic, validate changes against real factory conditions, and protect the completed inspection for production.