Give your edge AI model a performance boost
26 July 2023
AI & ML
Edge AI paves the way to many new application possibilities across all markets. Yet, for edge AI solutions to reach their full potential, developers need user-friendly solutions that provide accurate performance insights to overcome the complexity of working with machine learning algorithms.
Today, many edge AI applications running on MCUs fail to reach production stage and commercial deployment because existing edge AI solutions lack flexibility and reliability. Overall, they do not allow embedded developers to create, test, and deploy machine learning algorithms on MCUs in an easy and timely way.
STMicroelectronics is offering a live webinar to guide a user on enabling edge AI on an MCU. Join this webinar to learn how to create an edge AI application easily on an STM32 MCU using the NVIDIA TAO toolkit.
In this session, attendees will learn:
• About ST’s ecosystem and the NVIDIA TAO Toolkit, which will help you deploy edge AI on MCUs.
• How to use the NVIDIA TAO Toolkit to boost edge AI performance on STM32 MCUs in a simple way.
• How to get started easily with the ST and NVIDIA edge AI ecosystem.
Date: Tuesday, 29 August 2023
Time: 15:00 SAST
Further reading:
Accelerating AI adoption in MCU manufacturing
Editor's Choice AI & ML
To gain the value of ML functionality, designers of MCU-based devices have to adopt a new development method and accept a new type of probabilistic rather than deterministic output.
Read more...
Altron Arrow: Empowering innovation with STMicroelectronics AI processors
Altron Arrow
Editor's Choice AI & ML
ST’s AI processors are not only smarter and faster, but also incredibly efficient, enabling a new wave of intelligent solutions across multiple industries.
Read more...
How AI is transforming software engineering
AI & ML
Artificial Intelligence is fundamentally reshaping the landscape of software engineering, particularly in South Africa, where the demand for innovative solutions is rapidly increasing.
Read more...
Quantum computing explained
AI & ML
Quantum computers are an emerging technology which has the potential to change our world, and work by harnessing quantum physics – the strange, often counterintuitive laws that govern the universe at its smallest scales and coldest temperatures.
Read more...
AI-powered weather forecasts across Africa
AI & ML
Using MetNet-3, an advanced AI weather model, precipitation is predicted with high accuracy via satellite data, which fills gaps in current radar coverage.
Read more...
From the editor's desk: Groq – the future of AI processing?
Technews Publishing
AI & ML
The introduction of Groq’s ASIC-based approach to AI inferencing marks a significant shift in the landscape of LLMs.
Read more...
Development kit for AI and edge applications
TRX Electronics
AI & ML
Mouser Electronics is now shipping the new Digi ConnectCore MP255 development kit, which boasts a versatile, secure, and cost-effective wireless system-on-module (SOM), designed for maximum power efficiency to support battery-powered and industrial AI applications.
Read more...
New platforms that deliver advanced edge AI capabilities
AI & ML
The SOM-5000, VAB-5000, and ARTiGO A5000 from VIA Technologies are powered by Mediatek Genio and designed for industrial, commercial and consumer applications.
Read more...
Ryzen-based computer on module
Altron Arrow
AI & ML
SolidRun announced the launch of its new Ryzen V3000 CX7 Com module, configurable with the eight-core/16-thread Ryzen Embedded V3C48 processor.
Read more...
What is an NPU?
AI & ML
A neural processing unit is a specialised hardware accelerator designed to efficiently process tasks related to artificial intelligence, in particular deep learning models.
Read more...