Broad IoT Embedded Edge Platform Support

SensiML supports multiple levels of platform integration. The maximum flexibility is afforded by Standard and Enterprise versions of SensiML that offer the option of generating full C source code output. Boards supported directly in DCL include STMicro STM32 (ST SensorTile), Nordic nRF52 (Nordic Thingy52), and QuickLogic EOS S3 (QuickAI), with more soon to be announced. Finally, for user-designed boards and those having unique sensors, we provide an integration guide illustrating the steps to add full integration to SensiML Toolkit for custom hardware of your own.

Build Intelligent Endpoints for Embedded IoT Devices

SparkFun QuickLogic Thing Plus - EOS S3

A small form factor system ideal for enabling next-generation low-power machine learning IoT devices, this system is powered by QuickLogic’s EOS S3, the first eFPGA-enabled Arm Cortex^©-M4F MCU built around 100% open source software and tools.

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QuickFeather Development Kit

QuickLogic QuickFeather
Development Kit

QuickFeather is a heterogenous core IoT dev kit based on open-source hardware that includes eFPGA fabric and an Arm M4F MCU, compatible with the Adafruit Feather form factor, and built around 100% open source software and tools.

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Silicon Labs Thunderboard Sense 2

Silicon Labs
Thunderboard Sense 2

A compact, low-power, and sensor-rich development platform based on Silicon Lab's EFR32 wireless system-on-chip (SoC), making it an ideal tool for developing battery-operated wirelessly connected edge IoT devices.

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Microchip Technology EV75S95A SAM-IoT WG

Microchip Technology's EV75S95A SAM-IoT WG development board features the SAMD21G18 Arm Cortex-M0+ based 32-bit microcontroller, ideal for a wide range of home automation, consumer, metering, and industrial applications.

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ST SensorTile.box Development Kit

ST SensorTile.box
Development Kit

ST's SensorTile.box is a ready-to-use kit including the latest MEMS sensors from ST and STM32 microcontroller. SensiML supports the SensorTile.box with a ready-to-use firmware for connecting to Data Capture Lab.

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Arduino Nano 33
BLE Sense

Bring the power of AI to your pocket with Arduino’s tiniest form factor. The 33 BLE Sense is an evolution of the traditional Arduino Nano, featuring the nRF52840 at 64 MHz.

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ST SensorTile
Development Kit

SensorTile is a tiny IoT module packing powerful processing capabilities, Bluetooth low energy connectivity, and a wide spectrum of motion and environmental MEMS sensors, including a digital microphone.

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NXP MIMXRT1050-EVK: i.MX RT1050 Eval Kit

i.MX RT series MCUs combine the high-performance of an applications processor with the ease of use and real-time functionality of a microcontroller. The i.MX RT1050 runs on the Arm^® Cortex^®-M7 core at 600 MHz.

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Nordic Semiconductor Thingy:52

The Nordic Thingy:52™ is an easy-to-use prototyping platform built around the nRF52832 Bluetooth 5 SoC. The Thingy:52™ is natively supported by SensiML Analytics Toolkit.

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Raspberry Pi 3

Raspberry Pi 3/3B/3B+/4

The third and fourth generations of the popular Raspberry Pi range of single board computers, boasting 64-bit quad core processing, dual-band 2.4GHz and 5GHz wireless LAN, Bluetooth 4.2/BLE, faster Ethernet and more.

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ARM Cortex-M Series Processors

Beyond the listed purpose-built Arm Cortex-M based IoT eval kits, SensiML can also generate code for all boards based on ARM Cortex-M class processors, including your own bespoke PCB design.

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ARM Cortex-A Series Processors

Need the power of a true application processor? SensiML can generate code for all SBCs based on ARM Cortex-A class processors, including your own custom SBC.

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Intel Atom Processors

Intel Core, Pentium,
Celeron, and Atom Processors

SensiML supports the range of x86 ISA processors from Intel including the Core, Atom, Celeron, and Pentium processors built specifically for IoT and embedded applications.

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onsemi RSL10 Sensor Development Kit

A compact and a comprehensive platform to easily develop IoT applications with leading sensor technology and the industry's lowest power BLE SoC. Applications such as industrial wearables, predictive maintenance, and factory process control and monitoring can be easily developed on this platform.

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Productivity is Built In for Your Own Production Grade Solutions

The next form of integration is awareness and support of unique hardware capabilities allowing for utilization of specific SoC accelerators or compute cores for those devices supporting this capability. Examples of this level of hardware support include DSP and FPGA optimizations for Quicklogic EOS S3 and CMSIS DSP optimization for Arm Cortex processor based SOCs. The next form of platform support includes specific evaluation and prototyping boards that are recognized directly within the SensiML Data Capture Lab (DCL) for interactive data acquisition of raw sensor data into the toolkit without need to utilize custom scripts, 3rd party data acquisition software, or custom coding.

Embedded edge devices compatible with Analytics Toolkit

As an AutoML toolkit for IoT edge devices, SensiML covers a broad array of embedded endpoint system architectures enabling developers to target the right system for their application needs.

	onsemi RSL10	Arduino Nano 33 BLE Sense	Microchip Technologies SAMD21 ML Eval Kits (SAM-IoT WG)	Neurosense ELA106	Nordic Semi Thingy52 HDK	NXP i.MX RT1050 EVK	QuickLogic Quick Feather	Raspberry Pi 3 Model B	Silicon Labs Thunderboard Sense 2	ST SensorTile	ST SensorTile.Box
Processor	RSL10	nRF52480	ATSAMD21G18	nRF52832	nRF52832	i.MX RT1050	EOS S3	BCM2837	EFR32	STM32	STM32
Accelerometer								*
Gyroscope								*
Magnetometer (Compass)
Microphone								*
Other Sensors	Gas, humidity, temp, pressure, light, proximity	Humidity, temp, pressure, light, proximity	High Accuracy Temperature		Humidity, temp, pressure, air quality, light			*	Humidity, temp, pressure, air quality, light, hall-effect	Pressure, temp, humidity	Humidity, pressure, temp
Multi-Sensor Recognition
External Analog Input (ADC)		8 channels (12-bit)				6 channels  (12-bit)	4 channels (12-bit)*	4 channels (12/16-bit)*	Pin mapped (12-bit)	3 channels (12/16 bit)	3 channels (12/16 bit)
External Digital Input		UART, SPI, I2C, GPIO	SPI, I2C, GPIO	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO, CAN	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO	UART, SPI, I2C, GPIO
Communication	BLE, Serial (with adapter board)	BLE, Serial, USB	Serial, USB	BLE	BLE	Eth, USB, UART	Serial, Wi-Fi*	Wi-Fi, Eth, BT 4.1, Serial, USB	BLE, Serial	BLE, Serial, USB	BLE, Serial, USB
Raw Sensor Data Storage		microSD Card				72MB ext Flash, microSD Card	microSD Card*	microSD Card	1MB ext. Flash	microSD Card	SD
More Info	Details	Details	Details	Details	Details	Details	Details	Details	Details	Details	Details

* With optional add-on board.

Disclaimers

All product and company names are trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them. All specifications are subject to change without notice.

SensiML is not responsible for any errors or omissions in third party referenced features or specifications. All information in this site is provided "as is", with no guarantee of completeness, accuracy, timeliness or of the results obtained from the use of this information. Please consult third party vendor websites for the most accurate and current information.