Development Board
ST Nucleo F412ZG
by ST
Cortex-M4F with 256 KB SRAM supports ML inference via CMSIS-NN optimized kernels
Board Specifications
| Clock Speed | 100 MHz |
| SRAM | 256 KB |
| Flash | 1 MB |
| Connectivity | USB OTG FS |
| Supported Frameworks | cmsis, mbed, stm32cube, libopencm3, zephyr |
| MCU Family | STM32F4 (STMicroelectronics) |
| Platform | ststm32 |
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View source on GitHub ↗
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Orchestrate ST Nucleo F412ZG Edge AI with ForestHub
The ST Nucleo F412ZG 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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