Applications

Are you building an application with a specific workload in mind? Explore resources and tools from Arm and partners to get started.

Fundamentals

Digital Signal Processing

Access resources from Arm and partners that will help you implement signal processing on Arm processors.

Learn more

Machine Learning

Learn about training ML models and running inference on your device.

Learn more

Tools

Arm and partners offer tools and materials to support your needs as an IoT and embedded software developer.

Learn more

Languages and libraries

Explore open source languages and libraries for your IoT development.

Learn more

Operating Systems

Explore operating systems that help you to build IoT applications efficiently.

Learn more

Debug and optimization

Improve code performance and reduce power consumption while debugging your code.

Learn more

Connectivity

Explore resources for widely used connectivity protocols for IoT applications.

Learn more

Security

Understand how Platform Security Architecture APIs can make it quicker and easier to implement security.

Learn more

SoC design

Are you designing an SoC for an IoT application?

Explore Arm processor IP, multimedia technology, system IP, and Artisan physical IP.

Learn more

Get started

Classical ML with CMSIS-DSP

Learn how to efficiently run classical supervised learning techniques with CMSIS-DSP library on your Cortex-M device.

View guide

Convert a NN for Cortex-M

Learn how to convert a neural network from any framework into a model that can run efficiently on a Cortex-M device with CMSIS-NN.

View guide

Basics of TensorFlow Lite for Microcontrollers

Learn the basics of TensorFlow Lite for Microcontrollers, using the full end-to-end workflow: training a model, converting it for use with TensorFlow Lite, and running inference on a microcontroller.

View guide

Future insights

Endpoint AI

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

Learn more

An open approach to IoT

This whitepaper describes a simple path to developing secure Cortex-M based IoT devices with Arm and AWS. The paper shows how this collaboration provides choice and scalability for IoT developers.

Download

Proof-of-concept: computer vision on Arm

This webinar shows how future Arm processors and the Arm NN software library will enhance computer vision for high-performing IoT.

Watch video

Arm and Microsoft: accelerating AI innovation for IoT

Read how Microsoft and Arm are optimizing the developer experience with streamlined, scalable tools that put creativity first.

Read blog

Connect and learn

New to IoT?

If you’re just getting started developing IoT applications, Arm educational resources will help you understand the fundamentals.

Online courses  Education kits

Get Support

Community Blogs

Blog post image
Back to the roots: Tracing and debugging as a way to increase efficiency

In this guest blog from Anders Holmberg, read about tracing and debugging to increase efficiency.

4 months ago by Anders Holmberg
Blog post image
Design for the IoT Connected World with Next-Generation eMRAM NVM

With digital transformation well underway across global industries, the need for more energy-efficient, secure, and scalable IoT connected world is essential. The adoption of embedded magnetoresistive random access memory (eMRAM) non-volatile memory…

4 months ago by Phil Morris
Blog post image
Computational Storage is bringing processing closer to the data

We are generating, storing, and processing more and more data. Find out in this blog how computational storage generates insights and value from that data.

4 months ago by Neil Werdmuller
Blog post image
Arm Cortex-R82: Combining high-performance 64-bit real-time and…

Find out in this blog how Arm Cortex-R82 with higher performance, real-time compute with more addressable space, and the ability to run Linux will enable the next generation of storage devices.

4 months ago by Neil Werdmuller
Blog post image
Why IoT is changing the face of manufacturing

In this blog, read about the changes in Internet of Things (IoT) manufacturing.

5 months ago by Rob Turner
Blog post image
Endpoint AI – the Road to a Trillion Intelligent Endpoints

We hear lots of predictions about how autonomous devices will change our lives. Find out in this blog how Endpoint AI will unlock the next generation of IoT applications.

5 months ago by Thomas Lorenser

Community Forums

Answered Forum FAQs
  • ARM Community
 0 votes 2873 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs
  • ARM Community
 0 votes 2884 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs
  • ARM Community
 0 votes 252 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs
  • ARM Community
 0 votes 257 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs
  • ARM Community
 0 votes 5986 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs
  • ARM Community
 0 votes 236 views 0 replies Started 1 months ago by Annie Cracknell Answer this
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 2873 views
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 2884 views
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 252 views
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 257 views
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 5986 views
Answered Forum FAQs Started 1 months ago by Annie Cracknell 0 replies 236 views