Beyond the Camera: The Evolution of Smart Industrial 2D Vision

• Date: September 23, 2026 (Wednesday)

• Time: 7:00 AM (PST) / 10:00 AM (EST) / 4:00 PM (CET)

• Presenter: Keith Magic, Area Sales Manager

• Strategic Focus: The architectural evolution from camera-and-PC machine vision toward integrated smart edge vision.

• Registration Link: https://go.lmi3d.com/2dwebinar-episode1

Summary

Smart cameras transformed industrial machine vision by moving processing closer to the point of inspection—reducing external computing infrastructure, deployment time, system footprint, and integration complexity. But inspection requirements continue to expand. Modern systems increasingly need to combine AI and rules-based vision with greater processing power, memory, data handling, visualization, operator interaction, and factory connectivity.

This webinar examines the evolution from traditional PC-based vision and conventional smart cameras toward a new generation of smart edge vision. See how Gocator® 2D combines industrial imaging, NVIDIA® Jetson™ Orin NX processing, GPU-accelerated AI, rules-based vision, and onboard GoPxL® software in one integrated platform.

Learn how this architecture retains the core advantages of the smart camera—compact design, faster deployment, local processing, and reduced infrastructure—while addressing traditional limitations in compute, AI capability, customization, and software flexibility.

What You Will Explore

• Changing Inspection Requirements: Why industrial vision is evolving from image acquisition and inspection toward a complete workflow that must acquire, inspect, decide, communicate, save, and display—and why AI is changing the compute requirements behind that workflow.

• PC Vision vs. Smart Edge Vision: Compare the architecture behind PC-based machine vision and smart cameras, including the computing hardware, operating systems, drivers, vision software, networking, application development, and integration required behind the camera.

• The Advantages—and Limits—of Smart Cameras: Explore why smart cameras offer lower initial investment, quicker deployment, compact architecture, local processing, and simplified maintenance—and where traditional designs can be constrained by processing, memory, GPU capability, customization, and incomplete software ecosystems.

• The Evolution of the Smart 2D Camera: See how Gocator 2D + GoPxL combine NVIDIA edge compute, GPU-accelerated AI, rules-based inspection, Python scripting, Bring Your Own AI Model, GoHMI, industrial connectivity, visualization, and a unified 2D/3D software environment in one smart vision platform.