Build, Train, Test and Deploy ML at the Edge

Get the solutions, toolchains, and frameworks you need to meet the performance-efficiency demands of your ML workloads. Discover ML applications across sensors, vision, and voice, and get valuable resources to help streamline your development workflow.

Developers Bringing AI and ML to Life

Explore projects and case studies from the Arm AI ecosystem that solve real-life problems and overcome development challenges.


Object Detection with Grovety


Grovety shares the architecture components, neural networks, and tool choices for its AI-powered trail camera.


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Natural Language Processing with Sensory


How Sensory developed a voice assistant with natural language processing in a memory- and power-constrained consumer device.


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Building an IoT-Enabled Artificial Nose


Watch the journey to building an open source and open hardware DIY artificial nose and get an insight into TinyML best practices.


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Resources to get Started

Resources to Get Started

Arm accelerates ML development with a purpose-built ecosystem for developers to help you get started with your ML development today. Access resources and step-by-step guidance.

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AI and ML Development Solutions

Explore the IP and tools you need to streamline your ML workflows.

arm Cortex-M

Arm Cortex-M

Processors addressing performance, power, and cost requirements. 

arm Helium

Arm Helium

Delivers performance uplift for ML and digital signal processing applications. 

arm Ethos

Arm Ethos NPUs

Maximize performance, power, and efficiency for ML on the edge. 

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