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Simplify, Accelerate and Scale Production-Grade Industrial Machine Learning

Eigen Image Twin

Image Twin is an application-agnostic software that uses a novel CAD-based standardization technique to simplify, accelerate and scale machine learning.

By eliminating undesired image variations across lines and plants caused by background and perspective differences in single and multi-camera systems, it can significantly simplify model development while maintaining performance and unlock the potential to scale the same model to other machines with as little as zero new data.

Image Twin is immediate to deploy, easy to integrate, and runs in real-time. Scale your machine learning solutions with Image Twin today.

Without Eigen Image Twin

  • Lengthy training data collection process that needs to be repeated for every new machine
  • Time consuming and complex model development
    • Machine-specific models
    • Data augmentation strategies to increase insufficient datasets (eg. synthetic data)
    • Severely impacted by hardware changes
    • Complicated model tuning
  • Non-repeatable & difficult to scale

With Eigen Image Twin

  • Substantially reduced amount of training data to achieve similar or better performance.
  • Ability to scale to another machine with as little as zero new data.
  • Standardized images simplify model development
    • One model for all machines
    • Ability to leverage existing datasets from similar machines. Knowledge is transferred across all machines
    • Ability to use different cameras across different machines without impacting scalability
    • Shortened model tuning time and decreased effort
  • Highly repeatable and scalable application and hardware-agnostic solution

Need immediate image standardization or other machine vision solution support? Drop us a line!

Why Eigen?

There are many providers of vision systems, but there is only one Eigen.
Built for Scale

Our platform is designed to help manufacturers deploy computer vision across cells, lines and factories.

Easy Interface

Our platform is designed to be self-service for quality engineers, process engineers and other industrial personas.

Many Capabilities

Regardless of where you are in your computer vision journey, we have designed a platform that can help you, from the earliest stages to the most mature implementations.

By Industry, For Industry

Eigen was founded, and the tools were built, by people who come from industry. With decades of experience in automotive, process, CPG and other industries, we understand your challenges.