- SensiML extends
its industry-leading edge AI toolkit to support platforms based on
the Espressif ESP32
- ESP32: One of the most widely used IoT
development platforms with over 40,000 projects on GitHub
PORTLAND, Ore., Sept. 13,
2023 /PRNewswire/ -- SensiML™ Corporation, a leading
developer of AI tools for building intelligent Internet of Things
(IoT) endpoints, today announced support in SensiML Analytics
Studio for Espressif's ESP32 wireless
SoC and its IoT Development Framework (ESP-IDF). With
this announcement, Espressif developers now have a powerful new
tool to simplify the creation of machine learning applications for
IoT smart sensing devices. The SensiML Analytics Toolkit offers
developers a comprehensive edge AI solution that automates the full
ML workflow from data collection and labeling to algorithm
development, optimized embedded code generation, and ML code
validation.
Additionally, the SensiML Embedded SDK makes it easy to
deploy machine learning models on ESP32 devices. It includes pre-trained machine
learning models and DSP pipelines for a variety of use cases, such
as acoustic event detection, voice recognition, and vibration
classification. To showcase its ML solution for Espressif
platforms, SensiML provides an open-source reference application
for the popular M5Stack M5StickC PLUS Mini IoT Development Kit, an
ESP32-PICO based device complete with
battery, LCD screen, IMU, microphone, extension port, and
enclosure.
The SensiML Analytics Toolkit is ideal for a wide range of IoT
applications, including:
- Industrial Automation: Machine learning applications for
industrial automation, such as condition monitoring and anomaly
detection.
- Smart Home/Buildings: AI applications for smart home and
facilities monitoring devices, such as voice control, security, and
smart lighting.
- Wearables: Machine learning applications for wearable devices,
such as activity tracking, gesture recognition, and fall
detection.
"We are excited to expand our embedded platform support to now
include Espressif's ESP32 modules,"
said Chris Knorowski, CTO of
SensiML. "The ESP32 is a great fit
for our toolkit and Embedded SDK, and we believe that this effort
has the potential to dramatically accelerate the development of
edge AI applications for developers targeting this SoC."
The SensiML Embedded SDK and Espressif ESP32 platform are available now. For more
information, please visit sensiml.com or espressif.com and
sensiml.com/documentation/firmware/m5stack-m5stickc-plus/m5stickc-plus.html.
About SensiML
SensiML, a subsidiary of QuickLogic (Nasdaq: QUIK), offers
cutting-edge software that enables ultra-low power IoT endpoints
that implement AI to transform raw sensor data into meaningful
insight at the device itself. The company's flagship solution, the
SensiML Analytics Toolkit, provides an end-to-end development
platform spanning data collection, labeling, algorithm and firmware
auto generation, and testing. The SensiML Toolkit supports Arm®
Cortex®-M class and higher microcontroller cores, Intel® x86
instruction set processors, and heterogeneous core QuickLogic SoCs
and QuickAI platforms with FPGA optimizations. For more
information, visit sensiml.com.
SensiML and logo are trademarks of SensiML. All other
trademarks are the property of their respective holders and should
be treated as such.
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SOURCE SensiML Corporation