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  1. Intel and Kudan: Accelerate AMR Time to Market

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Accelerate AMR Time to Market with Kudan and Intel

Develop, build, and deploy spatially aware autonomous mobile robots (AMRs) faster and easier with a complete end-to-end solution from Intel and Kudan.

Build Robust and Reliable AMRs for Challenging Environments

Kudan and Intel are helping today’s top OEMs and developers overcome the costly and complex barriers they face in rolling out AMRs that are accurate, spatially aware, and ready to operate.

Kudan’s commercial-ready SLAM software (KdVisual) takes advantage of key Intel® technologies to help you bring your AMR to life—faster and more cost-effectively while lowering CPU usage and power consumption. Intel® Core processors deliver unparalleled SLAM performance for increased speed, accuracy, and reliability, while Intel® Edge Insights for AMR (EI for AMR) accelerates development applications for robot mapping and navigation.

Solve your most pressing deployment problems and roll out AMRs that are spatially aware and ready to operate with the help of Kudan and Intel.

Why Intel and Kudan for AMRs?

An End-to-End Solution for Every Industry

Kudan SLAM software, accelerated by Intel® technologies, enables use cases across the manufacturing, logistics, warehouse, energy, agriculture, hospitality, healthcare, retail, and infrastructure industries.

Optimizations for Leading AMR Performance

Through extensive joint efforts, Kudan solutions have been optimized for select Intel® processors to deliver leading AMR advantages, including lower CPU usage and power consumption, improved accuracy, and reduced costs.

Ongoing Innovation and Collaboration

Together, Intel and Kudan work to provide innovative, complementary technologies that help address today’s most-pressing AMR challenges and shape the future of robotics industry.

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Advantages of Kudan’s Next-Generation SLAM Software for AMRs

KdVisual software uses sensor fusion, proprietary algorithms, and various modes of operation to enable mapping and tracking capabilities for AMRs. KdVisual streamlines and accelerates SLAM integration into AMRs by including prevalidated files, documentation, and presets of parameters that don’t require significant tuning, back-and-forth iterations, or troubleshooting by developers.

Repeatability and Accuracy

Keeps repeatability error rates under 1 cm and is 2x more accurate than ORB-SLAM2.1

Robustness and Reliability

Maintains accuracy even when up to 95 percent of the scenery conditions are changed.

Compatibility

Works seamlessly with Intel® RealSense™ Depth Cameras and can be configured for other cameras.

Superior Processing Speed

Achieves 2x to 10x faster processing when compared to popular open source alternatives.2

Memory Efficiency

Requires 10 to 20 percent less memory when compared to ORB-SLAM2 and ORB-SLAM3 and includes a mechanism to limit the memory usage under a certain threshold3

Fast and Simple Evaluation and Integration

Accelerates SLAM integration into existing ROS2 environments with prevalidated files, documentation, and presets that eliminate tuning, iterations, or troubleshooting by developers.

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"This is an instance where the right technology partners align to create a market-leading technology solution for AMRs that enhances the experience for its customers. I look forward to working with our partners and customers with Kudan’s Intel® XPU-accelerated Visual SLAM software and Edge Insights for Autonomous Mobile Robot SDK.”

Juan Wee
Chief Executive Officer, Kudan USA

Adoption of AMRs has been changing operations and improving business outcomes across industries like manufacturing and retail. Kudan offers the SLAM algorithms and Intel brings the compute performance needed for AMRs. When you bring these prevalidated solutions together, it helps customers bring their AMRs to market.”

Jonathan Luse
Senior Director of Federal and Industrial Solutions Management, Intel

Begin Your Robot Build with Intel and Kudan

Maximize the performance of your robots with market-ready developer kits, software, and hardware solutions.

Build SLAM Applications Faster and Easier

Build SLAM software applications faster and easier with Kudan KdVisual software that’s included in the Intel® EI for AMR platform package for seamless integration.

Download EI for AMR with Kudan configuration

Allow Your Robot to Perceive the World

Give AMRs the ability to see, understand, and move around environments. Kudan KdVisual software is optimized for Intel® RealSense™ D455 and D435i Depth Cameras.

Explore compatible Intel® RealSense™ cameras

Boost Performance for Your Most Demanding Jobs

Realize unparalleled performance for increased speed, accuracy, and reliability with hardware-accelerating optimizations of the Kudan SLAM algorithm on 11th Gen Intel® Core™ processors or 3rd Gen Intel® Xeon® Scalable processors and beyond.

Explore Intel® Core™ processors

Explore Intel® Xeon® Scalable processors

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Explore Resources for AMR Development, Deployment, and Optimization

Learn more about Intel and Kudan’s partnership and their complementary technologies that bring AMRs to life.

Kudan’s Commercial-Grade SLAM Software

Intel® EI for AMR SDK

Intel Robotics Developer Video Series

Intel IoT and Embedded Processors

Product and Performance Information

1Performance varies by use, configuration, and other factors. Learn more at intel.com/PerformanceIndex. Results may vary. Performance results are based on testing as of dates shown in configurations and may not reflect all publicly available updates. See backup for configuration details. No product or component can be absolutely secure. Your costs and results may vary. Intel® technologies may require enabled hardware, software, or service activation. Intel does not control or audit third-party data. You should consult other sources to evaluate accuracy.
2The results are from running GPU code on C for Metal runtime. For future Intel® platforms, GPU code will be run on Level Zero runtime. There might be performance regression in early releases. Testing by Kudan as of September 28, 2022. CPU: 11th Gen Intel® Core™ i7-11850H at 2.50 GHz processor, 24 MB cache; GPU: Intel® UHD Graphics; memory: DDR4 SO-DIMM 32 GB; storage: 500 GB SSD; OS: Ubuntu 20.04.5 64 bit; kernel: 5.14.0.
3Testing by Intel as of September 28, 2022. CPU: Intel® Core™ i7-1185GRE at 2.8 GHz processor, 12 MB cache; GPU: Intel® Iris® Xe graphics; memory: DDR4 SO-DIMM 16 GB; storage: 128 GB SSD; OS: Ubuntu 20.04.5 64 bit; kernel: 5.10.0.
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Intel technologies may require enabled hardware, software or service activation. // No product or component can be absolutely secure. // Your costs and results may vary. // Performance varies by use, configuration and other factors. // See our complete legal Notices and Disclaimers. // Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See Intel’s Global Human Rights Principles. Intel’s products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.

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