Bring Deep Learning to Your Cognex Cameras

Roboflow lets you train deep learning models on your own Cognex In-Sight systems data and run them alongside the hardware you already trust.

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Five wooden cabinet doors on a conveyor belt, one with a "split - 95%" label and a magnified view of a crack.

Cognex Cameras AI Vision Solution

Cognex's In-Sight line offers rule-based visual inspection on the factory floor. Rule-based tools have a ceiling, though: when parts vary, lighting shifts, or defects refuse to follow a pattern, teams go looking for deep learning. Roboflow is the fastest way to get there, letting you train models on your own images and deploy them alongside the infrastructure you already run.

The In-Sight 3900 (opens in a new tab) is Cognex's current flagship AI vision system, and the company has recently expanded the line with an NVIDIA-powered In-Sight Vision Controller and a Qualcomm-powered embedded AI system.

• Attributes: Integrated smart camera, on-board processing, factory-hardened

• Ecosystem: In-Sight software suite with rule-based and AI tools

• Connectivity: GigE (PoE), standard industrial protocols

Use Roboflow to train a model on your own defect data, evaluate it against real production images, and deploy it with Roboflow Inference on an NVIDIA Jetson or industrial PC next to your existing line. Your team owns the model, the data, and the ability to retrain as your parts change.

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Want AI without the integration work? Roboflow’s AI1 deployment device (opens in a new tab) packages onboard AI compute, integrated lighting, and an industrial camera into a plug-and-play system for real-time computer vision - no separate camera, lighting, or edge computer to spec.

AI for Cognex Cameras Workflows

Use Cognex cameras? Explore Workflows you can get started with to create computer vision apps in minutes. Run deep learning models with Roboflow Inference alongside your Cognex systems. Integrate AI by connecting to existing PLC and HMI solutions via standard protocols like MQTT or OPC-UA.

Deploy Object Detection Models on Edge Devices

How to Use Deep Learning with Cognex Cameras

Teams often add Roboflow when a rule-based inspection hits its accuracy ceiling. Train a model on your own images, then run it at the edge on an NVIDIA Jetson or industrial PC alongside your existing Cognex hardware, no rip-and-replace required.

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