PORTLAND, Ore., April 16, 2020 /PRNewswire/ -- SensiML™
Corporation, a leading developer of AI tools for building
intelligent IoT endpoints, has released a new web-based AutoML tool
with a simple but powerful user interface which makes it easier
than ever for developers to implement AI for their endpoint IoT
applications. This new tool is an evolution of the company's
industry-leading Analytics Studio, a core component of the SensiML
Analytics Toolkit Suite.
The new SensiML Analytics Studio is a standalone web-based
application designed for users without data science
expertise. Since it is a browser-based tool, there is no need
for developers to download or install software locally. It
features UI-driven AutoML capability with sophisticated but
intuitive controls, allowing users to quickly configure the
software, obtain results, tune and iterate. New visualization
and reporting features provide clear and easy-to-understand
feedback.
For data scientists and machine learning experts, SensiML will
continue to provide a separate version of the tool with a Python
language interface. This version, called SensiML Analytics
Studio Notebook, gives users programmatic access to SensiML Cloud
and all of its associated functionality for building optimized
ultra-compact ML sensor algorithms for consumer, industrial,
automotive, and commercial, and agricultural IoT applications.
Both versions of Analytics Studio will also continue to
complement The SensiML Analytics Toolkit Suite which provides a
complete design flow for developers to build intelligent endpoints
from start to finish, including raw signal capture, data insight
labeling, algorithm generation, firmware code generation, and
test/validation and support.
"The SensiML Analytics Toolkit was designed to simplify
developing AI for IoT applications – making it possible for a
single user or small development team to implement a complete
AI-based solution for IoT endpoints," said Chris Rogers, SensiML CEO. "The new
browser-based Analytics Studio improves the user experience through
a sophisticated yet simple to use interface, so building
intelligent sensor algorithms is easier than ever."
Availability
The new web-based SensiML Analytics
Studio is available now. Interested developers can visit this
link to download a free trial version of the software. For
more information on SensiML, please visit www.sensiml.com.
About SensiML Analytic Studio
Analytics Studio filters
and optimizes labeled sensor data through machine learning
algorithms. It generates a device optimized SensiML Knowledge Pack
(event detection algorithm) which is then ready to be installed in
the local microcontroller's flash memory. The Knowledge Pack can
detect events without reliance on cloud processing, creating an
independent "smart node". Analytics Studio includes the
following features and capabilities:
- AutoML code-generation engine
- Classic ML classifiers thru xNN algorithms
- Automatic or Directed Feature Engineering
- Simple Web Application Interface
- Python Client Option for Data Science Experts
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 www.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