Overview
Train centrally. Adapt locally. Deploy on any Cognex system.
Scale and standardize applications across devices, lines, and sites with OneVision. This collaborative AI vision development environment combines industry-leading AI performance with cross-team collaboration and easy deployment. Advanced AI tools and intuitive workflows let you develop applications faster, cover more inspection types, and deliver consistent, high-performance results across your entire operations.
Advanced AI, intuitive UI
Build powerful AI applications, without complexity
- Guided, web-based workflows simplify labeling, training, and validation.
- Train advanced AI models without specialized hardware, accelerating machine vision deployment.
- Intuitive tool chaining easily handles complex industrial inspection tasks.
Collaborate effectively, get better results
Turn AI from a siloed task into a team effort
- Centralized environment for managing project images, trained models, and validated jobs.
- Share workflows and reusable assets across teams and production sites to maintain consistency.
- Get company-wide visibility into AI development, performance, and inspection results.
Scale fast, deploy anywhere
Ensure consistent performance across your operations
- Build an application once, then deploy it across multiple devices, production lines, and sites.
- Manage deployments centrally while allowing local execution and customization where needed.
- A unified interface makes it easy to deploy, update, and scale AI inspections across your operations.
Driving performance and efficiency
Increase production output by 20-100%
Reduce scaling costs by up to 50%
Accelerate deployment and validation from weeks to days
Unified cloud-to-edge architecture for AI vision development and deployment
OneVision, In-Sight Vision Suite, and In-Sight vision systems work together as a unified cloud-to-edge machine vision platform. This integrated architecture makes it easy to develop, deploy, and continuously improve AI-powered inspections and industrial automation applications across your operations.
Tools
Advanced AI vision, deployable across Cognex devices
OneVision delivers a complete library of AI vision tools in a single environment. Use each tool individually or combine them in a toolchain to solve complex manufacturing challenges, support a wide range of industrial inspections, and meet specific application requirements across Cognex vision systems.
AI inspection tools built for industrial automation
Unsupervised defect detection
Train the model using only “good” images – no defect samples needed. Anomaly Detect automatically flags anomalies and out-of-spec conditions, helping reduce false rejects and improve yield.
Pixel-level extraction
Segment isolates and analyzes key areas within an image, making it easier to focus on what matters most. By separating critical regions from complex backgrounds, it simplifies challenging inspections and improves the accuracy of defect detection.
Image-level categorization
Classify identifies and categorizes parts, features, or defects with high accuracy. It accelerates and streamlines decision-making to deliver consistent, repeatable inspections on high-throughput production lines.
Alignment, fixturing, and counting
Locate determines the position, orientation, or alignment of objects within an image. This helps guide assembly processes, verify placement, and support robotic operations, even when parts vary in shape, orientation, or geometry.
Code and text reading
OCR reads text, labels, and codes reliably, even on damaged, distorted, or reflective surfaces. This enables accurate traceability, label verification, and product identification for complete visibility across the production processes.
Testimonial
Support
Best-in-class technology and tailored guidance to easily plan, deploy, and expand any vision project
Our devices can see even the smallest details with unrivaled accuracy, every time. Our industry-leading support works the way you want, from self-service resources to a global network of experts.
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