Start your AI journey with the Arm AI ecosystem. Development is easy and accessible with our combination of easy-to-use software, hardware, and  the technical offerings from our AI partners.

​Bring your devices to life with the power of Arm AI

There are many ways to deploy neural networks on mobile and embedded platforms, from a full framework to low-level primitives that enable you to implement your architecture directly. Get started quickly and easily on Arm hardware.

Software downloads

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Developer material

Discover the Arm tools that you need to bring your solutions to market.

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How-to guides

Learn to develop machine learning applications using Arm-based products and tools.

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Webinars

Discover tips and techniques for your Arm-based machine learning projects with our library of webinars.

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White papers

Learn more about machine learning on Arm in our white papers.

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Resources

AI Virtual Tech Talks

Join our series of AI Virtual Tech Talks on developing the latest AI technologies

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Endpoint AI

Explore Arm resources for building endpoint AI SoC designs and software applications

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Be part of our ecosystem

The power of Arm is not only in our hardware and software solutions, but in our large ecosystem. If your company is building AI on Arm, learn more about our Arm AI Partner Program below.

Arm AI Partner Program

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Community Forums

Answered Forum FAQs
  • ARM Community
0 votes 71 views 0 replies Started 7 days ago by Annie Cracknell Answer this
Answered How to make Ethos-U NPU work on an ARM Cortex-A + Cortex-M processor? 0 votes 6090 views 28 replies Latest yesterday by alisonw Answer this
Not answered A new alternative to the Fast Artificial Neural Network Library (FANN) in C
  • Artificial Intelligence (AI)
  • Machine Learning (ML)
  • Library
0 votes 95 views 0 replies Started 6 days ago by James05 Answer this
Suggested answer Pytorch framework for Arm NN (CMSIS)
  • Arm NN
  • CMSIS-NN
0 votes 4561 views 6 replies Latest 6 days ago by samersch Answer this
Not answered Top-k scoring across multiple dimensions
  • optimization
  • algorithms
  • python
0 votes 165 views 0 replies Started 26 days ago by John Smith Answer this
Suggested answer Re-build tensorflow lite model in cmsis-nn 0 votes 2659 views 3 replies Latest 29 days ago by Judd Answer this
Answered Forum FAQs Started 7 days ago by Annie Cracknell 0 replies 71 views
Answered How to make Ethos-U NPU work on an ARM Cortex-A + Cortex-M processor? Latest yesterday by alisonw 28 replies 6090 views
Not answered A new alternative to the Fast Artificial Neural Network Library (FANN) in C Started 6 days ago by James05 0 replies 95 views
Suggested answer Pytorch framework for Arm NN (CMSIS) Latest 6 days ago by samersch 6 replies 4561 views
Not answered Top-k scoring across multiple dimensions Started 26 days ago by John Smith 0 replies 165 views
Suggested answer Re-build tensorflow lite model in cmsis-nn Latest 29 days ago by Judd 3 replies 2659 views