[导读]在智能家居、工业物联网等场景中，边缘AI正以“低延迟、高隐私、低功耗”的优势重塑设备智能化范式。以STM32H7为代表的MCU（微控制器）凭借低至16KB的内存占用和毫秒级响应，成为边缘推理的核心载体。而TensorFlow Lite Micro（TFLM）作为专为裸机环境设计的轻量级框架，通过模型量化与推理加速技术，让CNN、RNN等复杂模型得以在资源受限的MCU上高效运行。 在智能家居 ...

Waveshare UGV Beast is an off-road robot with tracked wheels designed for Raspberry Pi 4 or 5 SBC handling AI vision and ...

AI agent on a microcontroller.

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What truly sets the Bittle X V2 apart from every other robot kit on the market is how far it can grow with you. It is easily expandable with Raspberry Pi 3, 4, or 5 with no adapters or wiring hassle ...

The Artemis Watch 2.0, made by CircuitMess, is a $129 programmable smartwatch designed less as a gadget you wear and more as something you can digitally rebuild into your own creation.

The ESP32-S3 AIoT Basic is a low-cost, learning, and prototyping kit for the ESP32-S3. The board integrates common AIoT peripherals directly onto a single PCB, making the design part easy for ...

Abstract: The modern power grid demands innovative solutions to improve its resilience and reliability. This research aims to develop a novel approach to real-time self-healing in power distribution ...

Recently there was a panicked scrambling after the announcement by [Tarlogic] of a ‘backdoor’ found in Espressif’s popular ESP32 MCUs. Specifically a backdoor on the Bluetooth side that would give a ...

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