- Comprehensive platform for collaborative sensor data capture,
labeling, analysis, and modeling
- Powerful built-in visualizations, analysis packages and Python
plugins unlock sensor data insights
- SensiML now accepting user registrations for limited invitation
preview release
PORTLAND, Ore., Dec. 19,
2023 /PRNewswire/ -- SensiML™ Corporation, a leader
in AI software for IoT and a subsidiary of QuickLogic (NASDAQ:
QUIK), today announced the launch of Data Studio, a ground-breaking
platform designed to redefine the landscape of sensor data
management. With a focus on practicality and efficiency, Data
Studio empowers engineers and data scientists by offering an
integrated solution that addresses the most time-consuming tasks in
AI engineering projects - creating high-quality datasets for
evaluating and developing ML models.
According to Cognilytica, a well-respected AI / ML
consulting firm, approximately 80% of the total time for machine
learning (ML) projects is allocated to data preparation.
These tasks include data identification, aggregation, cleansing,
labeling, and augmentation – all of which are supported in
SensiML's collaborative development environment.
SensiML Data Studio significantly improves productivity and
simplifies dataset management for anyone working on sensor data ML
projects. With real-time connectivity, intuitive visualization
tools, sensor data video synchronization, and robust support for
large-scale collaborative projects, it offers a seamless experience
for developers on edge devices, gateways, PCs, and cloud
platforms.
A comprehensive overview of all the features of Data Studio can
be found on the SensiML website. The primary features are
highlighted below:
- Effortless Data Capture and Import - Capture live sensor
data, analyze it instantly, and label any data for seamless
insights.
- Collaboratively Label Sensor Data - Employ flexible
labeling methodologies for sensor data, including manual,
AI-assisted, and custom – and sync video for effortless complex
labeling. Store and analyze data locally on your computer or
remotely.
- Data Analysis and Model Evaluation - Visually compare ML
models, filter, transform, and fuse sensor data – all with built-in
tools and your own Python expertise.
- Label and Data Versioning – Keep track of your labels
and model results with versioned labels. Easily export your project
to an open format.
"SensiML Data Studio makes sensor data management and analysis
more accessible and efficient, empowering developers to build
better, more impactful applications using sensor data across a wide
range of industries," said Chris
Knorowski, CTO of SensiML.
SensiML Data Studio is poised to transform sensor data analysis,
offering a valuable resource for researchers, engineers, and data
scientists across diverse sectors from agriculture and consumer
wearables to medical devices, smart buildings, and factory
maintenance.
Availability
To learn more about Data Studio and to register for the limited
invitation early preview release, visit datastudio.sensiml.com
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