Industry news--Karmin Electronic (HK) Limited

Cognex launches In Sight visual controller equipped with NVIDIA technology
2026-04-30

Advanced AI vision controllers with modular architecture support meeting demanding and computationally intensive manufacturing application requirements without the need for an external PC

Cognex Corporation (NASDAQ: CGNX), a global leader in industrial machine vision technology, announced today the launch of In Sight ® 6900 visual controller. The modular In Sight visual controller provides manufacturers with ample flexibility to accurately configure cameras, optical components, and lighting systems according to detection needs, thus freeing them from the limitations of fixed configuration systems. This product utilizes NVIDIA Jetson technology to provide high-capacity AI processing capabilities at the edge, enabling it to run the most demanding industrial workloads without the need for external PCs or complex distributed architectures.

Cognex In-Sight ® 6900 Visual Controller

Matt Moschner, President and CEO of Cognex, said, "As manufacturers accelerate their adoption of AI technology, they increasingly need solutions that combine powerful performance with easy deployment capabilities. The In Sight visual controller is a response to this demand, combining NVIDIA's edge AI processing capabilities with Cognex's modular hardware and validated visual tools. This helps more customers to solve demanding detection applications at the edge without having to bear the cost and complexity of PC based systems, and opens up applications that were previously impossible to achieve. "

Advanced AI tools tackle the most demanding visual challenge modes

The In SightVision controller introduces Cognex's most advanced AI tool mode to date - designed specifically for high difficulty inspections, capable of handling parts of various sizes, detecting highly variable defects, and providing consistent results even in dynamic and unpredictable production environments.  

Core competencies include:

Modular visual architecture: supports flexible interchangeability of cameras, lenses, and industrial lighting, enabling precise system configuration and covering Cognex's lens, optics, camera, and accessory (LOCA) product line.

Small sample classification: Based on Transformer classification models, only 10 to 20 training images are required, effectively reducing data collection time and accelerating deployment processes.

High robustness segmentation: Based on pixel level segmentation technology, accurately separate key features and achieve reliable analysis even under complex surface conditions.  

The In SightVision controller can also collaborate with Cognex's OneVision AI platform ™ Seamless integration enables engineering teams to develop, optimize, and deploy detection applications on a global scale in a unified environment.
Manufacturers can accelerate improvements and maintain consistent quality levels across factories, production lines, and shifts.

Implementing real-time high-throughput AI at the edge based on NVIDIA Jetson

By integrating NVIDIA Jetson modules, the In Sight Vision controller has evolved from a traditional image processor to a high-performance AI engine that can directly run complex neural networks at the edge.  

Performance highlights include:

Parallel processing capability for complex detection: up to 157 TOPS of AI computing power, supporting multiple high-resolution AI models to run simultaneously.

Real time reasoning: By optimizing and integrating NVIDIA TensorRT, ensure precise synchronization between AI decisions and microsecond level beats of high-speed production lines.

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