Our technology

The vision innovation behind 99% accuracy

Fizyr does one thing: Vision AI. Integrators rely on us for advanced vision that just works, regardless of industry, or robot, camera or gripper choices.

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Fizyr’s vision AI is in a league of its own. While others spread themselves thin trying to be one-stop shops, we stay laser-focused on vision AI and team up with trusted partners for everything else. The result, our Fizyr OS™ achieves success rates 
of up to 99.99%.

99%

Machine learning can enable up to 99% success across a variety of item types.

< 200ms*

Responsive, real-time image processing, providing vision-based commands to robots in milliseconds. (*Vision cycle speed can vary by use case and environmental factors.)

Intelligent

Intelligent vision, multiple verticals, wide variety of use cases.

About Fizyr OS
Fizyr OS

Our system runs on powerful AI trained with a flexible cascade learning method.

Fizyr OS workflow runs in three steps

Workflow steps

Identify

01

Segments the scene, visually singulates items, assesses materials.

Prioritize

02

Utilizes live view of scene and machine learning data to identify best items to pick, how to grasp, and where to place.

Direct

03

Sends the robot control system exact grasp points, approach angles, force settings, and best gripper choice to execute pick.

This approach allows our vision AI to analyze data layer by layer, boosting accuracy and eliminating common errors by human labor or less precise vision systems.

Cascade learning delivers quick, dramatic performance gains. Operators choose what the robot learns, when it learns, and which factors it weighs first, so it never has to unlearn bad habits. By feeding it only the right behaviors, the robot stays on target.

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Lightning fast on-site

Edge computing

Our AI processes images in milliseconds on production-ready industrial servers, so there’s limited or no latency. Each server is optimized to utilize powerful internal components.  asdemands.

Smarter over time

Cloud computing

Edge data flows to the cloud for monitoring and improved machine learning, coordinated with edge computing resources for optimal performance and long-term improvements.

Continuous learning

Machine learning

Fizyr OS, as the vision component of an intelligent automation solution, launches with a production-ready neural network, ready to adapt for changes in objects, environments and more.

Linux OS, Pytorch

Proven technologies

Fizyr OS software runs on production-grade servers, powerful CPUs, NVIDIA GPUs, so your system is responsive, and the vision cycle and integration with robotic resources are fast and efficient.

Partners

The Fizyr partner network

Partners

Camera partners

Tight integration with Fizyr OS vision software is a key to success in highly complex automation projects. Our software is designed to be 'hardware agnostic', while prioritizing integration with the best of breed camera partners.

Partners

Robot OEMs

Designing automation integrations involves choosing the right robotic systems for the job. Solutions designed for eCommerce or warehouses can differ from those designed for food processing or manufacturing. Fizyr adapts, providing connectivity with a variety of arms and control systems from leading global robotics providers.

Partners

End-Effector Vendors

Choosing the right gripper (end effector) is a key to accuracy in pick and place automation projects. The vision system is often informing the robotic system the best object to pick in a group, how to approach the grasp, and in some cases informing optimized suction zone usage for grippers.

Partners

Compute / GPU

Fizyr OS is built for hardware that is "AI-ready". The vision system performs in high performance, highly responsive edge computing environments, optimized for highly tuned servers, the fastest processors, and industry-hardened networks.