SensiML Analytics Toolkit - Tools for Building Low Power AI / IoT at the Extreme Edge
Four Key Attributes That Set SensiML Analytics Toolkit Apart
Complete end-to-end workflow
Data collection and labeling is highly automated and integrated with the rest of the design flow. In addition, SensiML provides both novice and AI expert modes with either a simple but powerful graphical interface or full programmatic model control using Python.
Full code transparency
With SensiML UI, you can drill down into the models and see which feature extractors and filters are being used. The developer has full visibility into the model.
Solution scalability
SensiML can generate optimized ML models for target IoT edge platforms ranging from 8-bit microcontrollers to up multi-core 64-bit application processors.
Commercial-grade development support
SensiML built this tool for making real-world commercial products. It supports dataset and model pipeline version control and multi-session dataset labeling. Collaborative workflows allow different people with different roles to easily cooperate and work together successfully on a single project.