Infineon teams with Edge Impulse on tinyML
Infineon Technologies is teaming with Edge Impulse to extend its Tiny Machine Learning-based AI development tools for the PSoC 63 Bluetooth LE microcontroller (MCU).
Developers of AI-enabled IoT applications can now also build TinyML edge machine earning (ML) applications using the Edge Impulse Studio environment for deployment on the dual core 150MHz ARM MCUs.
The CY8CKIT-062-BLE Pioneer Kit coupled with the E-Ink Display Shield Board (CY8CKIT-028-EPD) incorporates an inertial measurement unit, microphone, and temperature sensor. This supports applications that collect real-world sensor data for processing by Tiny Machine Learning-based AI models in systems optimized for low-power, low-cloud-cost edge IoT environments.
The PSoC 63 Bluetooth LE MCU devices feature a dual-core ARM Cortex-M4F and M0+ architecture, Bluetooth LE 5.2, configurable voltage and frequency settings, built-in hardware-based security, state-of-the-art capacitive interfaces, and more, on a single chip.
Infineon says this is the only 150 MHz Bluetooth LE MCU on the market and so is a key combination of power efficiency, size, and programmability for edge IoT applications running ML algorithms.
Edge Impulse’s products streamline the entire process of collecting and structuring data sets, designing algorithms with pre-built building blocks, validating the models with real-time data, and deploying the fully optimized production-ready results to edge targets such as the PSoC 63 Bluetooth LE MCU.
“By collaborating with Edge Impulse on the PSoC 63 Bluetooth LE MCU, Infineon customers can bring their solutions faster to market for embedded AI/ML use cases. Infineon is committed to enable our customers to develop their own AI/ML models, or use a model out of suite of predefined models available from Infineon or our valuable partners. Infineon is excited to add Edge Impulse to our growing partner network, and will continue to work with our extensive group of AI/ML partners that complements our offerings,” said Shantanu Bhalerao, Vice President of the Bluetooth Product Line at Infineon.
“With its advanced processing capabilities and low power consumption, the PSoC 63 Bluetooth LE MCU is an ideal vehicle for the next generation of edge devices, from wearables to industrial monitoring,” said Zach Shelby, CEO and co-founder of Edge Impulse. “Matched with the Edge Impulse platform, embedded developers can more quickly develop and deploy powerful solutions for an exciting range of edge ML applications.”
www.infineon.com; www.edgeimpulse.com
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