Edge Impulse Integrates Microchip’s SAMA7G54 Microprocessor Into Its Platform to Easily Train Machine Learning Models
2024年7月18日 - 1:00AM
ビジネスワイヤ(英語)
Edge Impulse, the leading platform for building, deploying, and
scaling edge machine learning models, today announces Microchip
Technology’s SAMA7G54 microprocessor (MPU) is now fully integrated
into the Edge Impulse platform. This collaboration marks a
significant milestone in advancing edge machine learning
capabilities, particularly in camera-based applications.
The integration allows developers to build, train and deploy
cutting-edge machine learning models directly on edge devices
powered by the SAMA7G54. This development is set to accelerate the
adoption of AI at the edge, offering unprecedented opportunities in
various industries, from smart home devices to industrial
automation.
“The Edge Impulse platform is designed to provide engineers with
an easy-to-use device to develop AI/ML models,” said Zach Shelby,
co-founder and CEO at Edge Impulse. “Our collaboration with
Microchip to integrate the SAMA7G54 MPU into the platform aligns
with our vision to empower developers to bring more AI products to
market in weeks instead of months or years.”
“This innovative solution leverages Microchip’s high-performance
single-core MPU and the Edge Impulse platform to enable developers
to train, evaluate and deploy machine learning (ML) models,” said
Rod Drake, corporate vice president of Microchip’s MPU32 and MCU32
business units. “The adoption of AI at the edge is rapidly
increasing across many applications and this solution is designed
to significantly streamline the process from the design phase
through implementation.”
Microchip’s SAMA7G54 is a high-performance single-core
microprocessor that boasts several impressive features for edge AI
applications. This powerful MPU supports camera-based edge machine
learning tools like Edge Impulse’s Faster Objects, More Objects
(FOMO) algorithm, which brings object detection to highly
constrained devices, and image classification models, expanding the
horizons for developers working on innovative AI solutions.
Further, the high efficiency SAMA7G54 is optimized for low power
consumption without compromising performance and is equipped with
an Arm® Cortex®-A7 core. The device also features enhanced
connectivity with dual Ethernet options, a built-in camera using a
12-bit parallel or MIPI-CSI2 and audio subsystem, as well as
advanced security such as secure boot and hardware cryptography
accelerators.
For more information on integrating the Microchip SAMA7G54 with
Edge Impulse, please visit the Edge Impulse documentation here and
Microchip’s documentation here.
About Edge Impulse
Edge Impulse streamlines the creation of AI and machine learning
models for edge hardware, allowing devices to make decisions and
offer insight where data is gathered. Edge Impulse’s technology
empowers developers to bring more AI products to market, and helps
enterprise teams rapidly develop production-ready solutions in
weeks instead of years. Powerful automations make it easier to
build valuable datasets and develop advanced AI for edge devices
from MCUs to CPUs to GPUs. Used by health and wearable
organizations like Know Labs and Neurable, industrial organizations
like TKE and Lexmark, as well as top silicon vendors and over
100,000 developers, Edge Impulse has become the trusted ML platform
for enterprises and developers alike. To learn more, visit
edgeimpulse.com.
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version on businesswire.com: https://www.businesswire.com/news/home/20240717255225/en/
Marie Williams Coderella (415) 707-2793
press@edgeimpulse.com