AI/ML sensor data solution for PSoC 6 MCUs
The collaboration combines SensiML’s Analytics Toolkit AI development software with the Infineon ModusToolbox and ultra-low power dual-core PSoC 6 MCUs, offering developers a quick and easy way to record data from Infineon XENSIV sensors, create sophisticated AI/ML-based models, and implement them on PSoC 6 MCUs. Using this approach, says the company, designers with little to no data science expertise can add local intelligence to their IoT designs for smart home, industrial, fitness, and other applications.
“Infineon has a large and loyal following for their innovative and extensive sensors, MCUs, and associated development tools,” says Chris Rogers, chief executive officer of SensiML. “SensiML complements that offering with AI/ML tools that make it easy for developers to add sophisticated AI functions in a small memory footprint with ultra-low power consumption. With AutoML support covering a broad array of sensor inputs, SensiML is an ideal solution for IoT edge processing across Infineon’s XENSIV portfolio.”
The companies are marking the beginning of the collaboration with a “Build AI for the IoT Design Challenge” on Hackster.io. The contest will challenge innovators to use the SensiML Data Analytics Toolkit and Infineon ModusToolbox software along with Infineon’s XENSIV sensors, Wi-Fi/Bluetooth connectivity ICs, and PSoC 6 MCUs to capture and label sensor data, train AI/ML models, and deploy the resulting AI/ML solution on a PSoC 6 MCU to create intelligent endpoint applications.
The goal of the challenge, says the company, is to highlight how quick and easy it is for developers to use the complete end-to-end development platform provided by the two companies to implement local, low power, sophisticated AI-based IoT edge devices.
Steve Tateosian, vice president of IoT Compute and Wireless Product and Business Line at Infineon adds, “SensiML offers a quick and easy path for our PSoC 6 MCU, connectivity and sensor customers to add low-power, local intelligence to their edge IoT applications. Through our mutual collaboration, we can now offer a complete suite of software and hardware development tools and products, enabling developers and Hackathon participants to create next-generation smart endpoint IoT devices for a wide range of end uses.”
The SensiML Analytics Toolkit and Infineon PSoC 6 kit (CY8CKIT-062S2-43012 + CY8CKIT-028-SENSE) are available now.
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