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SensiML Analytics Toolkit

Create Smart IoT Sensor Devices Rapidly Reduce Data Science Complexity
SensiML Analytics Toolkit
DESCRIPTION
AI Sensor Algorithms For the Smallest IoT Devices
Build customized IoT edge algorithms in just days or weeks

Until now, generating real insight from IoT sensor nodes has required remote cloud processing, full-stack edge gateways, or costly hand-coded custom algorithms. SensiML Toolkit is a breakthrough AutoML tool for edge AI development empowering teams of all sizes and capabilities efficiently build intelligent sensing algorithms with or without data science skills.


BENEFITS
- ALGORITHM CREATION AT THE SPEED OF CAPTURE
If you can capture (or import) data representing what you seek to detect, SensiML's AutoML optimizer can automatically generate code for a predictive algorithm. Inordinate time and energy spent in iterative coding, testing, and re-coding can now be focused on improving your IoT application.

- SENSOR ANALYTICS AT THE EXTREME EDGE
SensiML creates compact algorithms that execute locally on the embedded sensor node rather than the cloud or fat client edge gateways or PCs. Thus, your application benefits from distributed, fault-tolerant, real-time edge AI IoT processing right at the sensing endpoint.

- RAPID PROTOTYPING AND CONCEPT VALIDATION
With tools that address the entire workflow for AutoML algorithm design, SensiML Analytics Studio can streamline ALL aspects including initial prototyping and proof-of-concept work. Our tools allow developers to quickly test sensor applications on hardware in a matter of days or weeks rather than months.


- SMARTER SENSING THROUGH CONTINUOUS LEARNING
Get your devices out of the lab and into the hands of customers sooner with ongoing edge AI learning that allow you expand model sophistication over time through crowd-sourced data feedback and regular updates. Your users can enjoy more engaging products as they contribute to solving their own corner case exceptions.


VIDEOS
- Predictive Maintenance Using SensiML and QuickAI HDK [Link]

Learn More about SensiML Analytics Toolkit>>

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