One Industrial Camera System for Every Station

Put Roboflow AI1 where you need a new camera, keep the cameras you already have, and run every model from one platform. Train once, deploy to every station, and manage the whole fleet from Roboflow Deployment Manager.

AI vision system identifying a missing lid on a grey bin on an industrial conveyor belt.

Industrial Camera Systems AI Vision Solution

An industrial camera system rarely starts as one camera. It grows station by station: an inspection camera here, a safety camera there, a line counter on the next shift, until a plant runs dozens of cameras from different makers, each with its own software. What turns that collection into a system is running the models, the updates, and the results from one place.

Roboflow covers both kinds of station. Where you need a new camera, Roboflow AI1 (opens in a new tab) packs an 8 MP industrial camera, an integrated 8-LED ring light, and an NVIDIA Jetson Orin NX into one IP54 unit that runs models on the camera. Where cameras are already installed, Roboflow Inference runs the same models on GigE Vision and RTSP streams from an edge computer such as an NVIDIA Jetson or a Siemens Industrial Edge device.

  • Featured: Roboflow AI1 (AI1-8MP-4MM) for new stations, plus the GigE Vision and RTSP cameras you already run
  • Attributes: One model across many cameras, over-the-air updates, GigE camera discovery, device monitoring and offline alerts
  • Integration: Results to your PLCs over OPC UA, MQTT, Modbus TCP, EtherNet/IP, or Profinet, and events to MES, Power BI, or Slack

Roboflow Deployment Manager onboards each device with one install command, shows live model output and device health from the cloud, and pushes the same Workflow to every station that needs it. Adding a line means adding a device, not starting a new project, and your team owns every model and dataset along the way.

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Starting with a single station? See how AI1 works as a machine vision camera with the AI built in, then grow from one camera to the whole plant on the same platform.

AI for Industrial Camera Systems Workflows

Use industrial camera systems? Explore Workflows you can get started with to create computer vision apps in minutes. Try the top open and closed source models on frames from your cameras for free, then deploy a Workflow to every AI1 and edge device in your system from one place.

How to Setup Industrial Camera Systems with AI

AI1 and edge devices connect over Gigabit Ethernet. Onboard each one in Roboflow Deployment Manager, attach your camera streams, and push the same models and Workflows to every station, with results flowing to your PLCs, MES, and dashboards.

“Achieving positive results using AI in a lab environment is easy, but the real challenge comes when scaling the solution across a network like ours without disrupting day-to-day operations. Our partnership with Roboflow is allowing us to do just that.”

Asim Ghanchi

AVP of Technology, BNSF

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Over 16,000 organizations build with Roboflow.

  • Rivian
  • Pella
  • Chobani
  • USG Corporation
  • BNSF Railway
  • American Woodmark
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