Development Board

ST Nucleo L452RE

by ST

Cortex-M4F with 160 KB SRAM supports ML inference via CMSIS-NN optimized kernels

Board Specifications

Clock Speed	80 MHz
SRAM	160 KB
Flash	512 KB
Connectivity	can
Supported Frameworks	arduino, cmsis, stm32cube, libopencm3
MCU Family	STM32L4 (STMicroelectronics)
Platform	ststm32

Data synced from PlatformIO registry on 2026-04-01 View source on GitHub ↗

Hardware Guides for STM32L4

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STM32L4 Fall Detection with Edge Impulse

Excellent

STM32L4 Fall Detection with TFLite Micro

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STM32L4 Gesture Recognition with Edge Impulse

Good

STM32L4 Gesture Recognition with TFLite Micro

Good

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Orchestrate ST Nucleo L452RE Edge AI with ForestHub

The ST Nucleo L452RE runs inference on-device. ForestHub on your Linux edge gateway ingests its results over MQTT, orchestrates the sense-reason-act loop as a deterministic, auditable graph, and acts on the line.

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