The Latest in Artificial Intelligence Trends, Technologies, and Best Practices
This series of talks brings you the latest AI trends, technologies, and best practices from experts at Arm and our partner ecosystem. From the latest cutting-edge research to real-world use cases, code examples, workshops and demos.
If you are interested in our series of talks about AI and machine learning, sign up now.
Schedule of Upcoming AI Tech Talks
Introducing a common operator set for Machine Learning accelerators – TOSA
October 11th, 2022, 8:00 a.m. PT, 4:00 p.m. GMT
The lack of standardization within ML is a significant pain point for developers. It leads to unpredictable results, is a barrier to device portability and is often an impediment to cross product certification. Arm is leading the effort to provide standardization in this space with the introduction of TOSA (Tensor Operator Set Architecture). During this talk you will learn more about TOSA and how adhering to the TOSA standard dramatically reduces ML development, test and certification time whilst also enabling device portability and cloud first development for edge devices.
Energy-Efficient ML Vision application development with Ethos-U65 microNPU from NXP and Arcturus
David Steele, Director of Innovation, Arcturus
Nov 8th, 2022, 8:00 a.m. PT, 4:00 p.m. GMT
Learn how to leverage the capabilities of the Ethos-U65 microNPU combined with Cortex-A55 CPUs on NXP's new i.MX 93 applications processor. You will gain insights into NXP's eIQ ML development environment including ML runtime enablement, dataset curation, model training and optimization. You will also learn how to accelerate your application development by leveraging solutions and analytics from Arcturus to build edge vision applications for smart occupancy sensing, telesitting, safety or security.
Featured Videos: Watch some of our past AI Tech Talks
from our Partner Ecosystem
Computer Vision at the edge is going through a huge transformation due to the advent of machine learning. In this talk, we highlight how Arm Partners Roviero, Deeplite, Plumerai are revolutionizing computer vision on the edge through machine learning on Arm platforms.
With the introduction of the Cortex-M55 and the Ethos-U55 micro NPU, object detection at the tiny edge is now becoming a reality. In this session, you will learn how to run object detection models on the very first silicon that uses the Ethos-U55 – the Ensemble product from Alif Semiconductor. This is one of the first demos on this silicon and features Emza Visual Sense's face detection solution. How fast it can run? You’ll be surprised!
This talk demonstrates Qeexo AutoML's integration with the Arm Virtual Hardware Platform. In this talk you will see how you can use Qeexo AutoML to train a custom keyword detection model and emulate its execution on AVH. We also discuss some of the keyword-detection specific machine learning techniques applied automatically within the no-code Qeexo AutoML platform.
View the Arm AI Tech Talk YouTube Playlist
Every two weeks, we discuss and explore some of the latest trends, technologies, and best practices in the exciting world of AI, featuring incredible partners from the AI Ecosystem, as well as speakers across Arm.
Join the Arm AI Partner Program
If you are interested in presenting your project or learnings at our AI Tech Talk series and have an AI solution based on Arm IP, you can benefit from a host of co-marketing opportunities as part of the Arm AI Partner Program, including Arm AI Tech Talks. Find out more and join the program today.
Additional AI Resources
Discover additional content and other resources of interest