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Embedded / RTOS / Edge AI

Curated resources for Embedded / RTOS / Edge AI.

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coursefoundationFreeRTOS

FreeRTOS Documentation

FreeRTOS

RTOS fundamentals: tasks, queues, timing, and embedded concurrency.

Open Source

coursebuildDroneBot Workshop

DroneBot Workshop Tutorials

DroneBot Workshop

Practical Arduino/ESP32/electronics tutorials with projects and wiring.

Open Source

repobuildmicro-ROS (GitHub)

micro_ros_arduino

micro-ROS (GitHub)

Run micro-ROS on Arduino-class boards; messaging + transports.

Open Source

coursebuildmicro-ROS

micro-ROS (Overview + Tutorials)

micro-ROS

Bring ROS 2 concepts onto microcontrollers (DDS-XRCE).

Open Source

coursebuildTensorFlow

TensorFlow Lite

TensorFlow

On-device inference: convert, optimize, and deploy models on edge devices.

Open Source

coursebuildTensorFlow

TensorFlow Lite for Microcontrollers

TensorFlow

TinyML on MCUs: minimal runtime, examples, and deployment patterns.

Open Source

resourcebuildcurated

The Embedded Rust Book

curated

Modern embedded development with Rust.

Open Source

repocontributorTensorFlow (GitHub)

tflite-micro

TensorFlow (GitHub)

Contribute kernels/ports and learn embedded inference internals.

Open Source

docsdocs.edgeimpulse.com

Edge Impulse Documentation

docs.edgeimpulse.com

Open Source

resourcewokwi.com

Wokwi (Arduino/ESP32 Simulator)

wokwi.com

Open Source

Embedded / RTOS / Edge AI

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