The Embedded Rust Book

Category

Embedded

Provider

curated

Type

resource

Level

unknown

Topic

Embedded / RTOS / Edge AI

Track

Embedded / RTOS / Edge AI

Section

n/a

Format

n/a

Status

publishable

Commercial

unknown

Featured

no

Fast start

no

Sequence

n/a

Priority

n/a

Primary source

open_source_ai_hub_catalog

Sources

learning_paths, open_source_ai_hub_catalog

ID

476a5a8ebca9ae38

Wokwi (Arduino/ESP32 Simulator)

wokwi.com

TensorFlow Lite for Microcontrollers

TensorFlow

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

TensorFlow Lite

TensorFlow

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

micro_ros_arduino

micro-ROS (GitHub)

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

micro-ROS (Overview + Tutorials)

micro-ROS

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

DroneBot Workshop Tutorials

DroneBot Workshop

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

FreeRTOS Documentation

FreeRTOS

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

Git Book (Pro Git)

curated

Free canonical git reference; strong for contributor workflows.

tflite-micro

TensorFlow (GitHub)

Contribute kernels/ports and learn embedded inference internals.

Edge Impulse Documentation

docs.edgeimpulse.com

Wireshark User's Guide

curated

Packet analysis fundamentals and troubleshooting workflows.

SciPy Tutorial

curated

Numerical methods, optimization, statistics, and signal processing.