文章和博客

嵌入式机器学习的应用特性与软件开发环境 嵌入式机器学习的应用特性与软件开发环境 发布日期:2024-11-25

在许多嵌入式系统中,必须采用嵌入式机器学习技术,这是指将机器学习模型部署在资源受限的设备(如微控制器、物联网设备和智能传感器)上,这些设备通常具有有限的计算能力、存储空间和功耗。许多嵌入式设备必须采用边缘计算,由于数据处理在本地设备上完成,嵌入式机器学习能够提供极低的响应时间,可降低延迟,适合需要实时反应的应用。

Robot Beehive Mover Robot Beehive Mover

Learn how a team of engineering students designed and built a robot beehive mover, complete with GPS, Bluetooth, and PCB design using OrCAD.

Arduino for Artists: Merging Electronics with Creative Expression Arduino for Artists: Merging Electronics with Creative Expression

Unlock your creative potential! Explore how artists integrate electronics into their work and find tips on using Arduino for interactive art installations.

Image of Programming XRP Robot Using Thonny 使用 Thonny 对 XRP 机器人进行编程

讨论如何使用 Thonny(另一种替代编程方法)对实验机器人平台 (XRP) 进行编程。

Control Your XRP Robot with the Kitronik Mini Controller for Raspberry Pi Pico Control Your XRP Robot with the Kitronik Mini Controller for Raspberry Pi Pico

Discover how to set up the Kitronik Mini Controller for your XRP robot using MicroPython, including detailed code and instructions.

Why You Need to Know About EEZ Studio Why You Need to Know About EEZ Studio

Ready to enhance your UI design process? Learn why EEZ Studio, a free and open-source tool, is a must-try for those working on embedded systems & test equipment.

Decimal: A 3D-Printed ESP32-CAM Robot for Remote Monitoring Decimal: A 3D-Printed ESP32-CAM Robot for Remote Monitoring

Decimal is a DIY robot with built-in Wi-Fi control and live video streaming. Learn how to build and program it with the Xiao ESP32-CAM board.

Digit: A Wearable Companion Bot with AI Voice Interaction Digit: A Wearable Companion Bot with AI Voice Interaction

Digit's AI-powered brain enables local real-time voice conversations using Hopper Chat and Llama 3. Learn how to set it up with NVIDIA Jetson Orin Nano.

DS1302 Real-Time Clock Module: A Reliable Timekeeping Solution DS1302 Real-Time Clock Module: A Reliable Timekeeping Solution

Discover how the DS1302 Real-Time Clock module ensures reliable timekeeping for your projects.

Enhance Your XRP Project With a Raspberry Pi Using a Serial Connection Enhance Your XRP Project With a Raspberry Pi Using a Serial Connection

Learn how to transfer data between Raspberry Pi and the Pico on your XRP using UART serial communication.

Robotics Education: Robot Tour Part 4 Robotics Education: Robot Tour Part 4

Learn how a high school student integrated the Pixy2 camera with Arduino for their autonomous rover for indoor mapping and navigation.

Robotics Education: Robot Tour Part 3 Robotics Education: Robot Tour Part 3

Dive into the third part of the Robotics Education series where students enhance their robotics skills using the Parallax kit and DFRobot micro:bit.

UC Berkeley’s Electrical Engineering and Computer Science 16B Course UC Berkeleys Electrical Engineering and Computer Science 16B Course

Get a student’s perspective on UC Berkeley’s EECS 16B course, covering advanced circuit analysis, linear systems, and the exciting S1XT33N robot project.

How To Split and Join Large 3D-Prints How To Split and Join Large 3D-Prints

Break through the limitations of your 3D printer. This guide provides solutions, whether you're joining parts for structural stability or aesthetic appeal.

A Guide for the ESP32 Microcontroller Series A Guide for the ESP32 Microcontroller Series

Explore the vast ESP32 ecosystem with this overview, featuring detailed explanations of its architecture, communication interfaces, and development tools.

APC1 Air-Quality Logger APC1 Air-Quality Logger

Discover the capabilities of the ScioSense APC1 sensor and explore the endless possibilities of air-quality monitoring in indoor environments.

Exploring AI Vision Boards for DIY Electronics Projects Exploring AI Vision Boards for DIY Electronics Projects

Get started with ML/AI camera modules and explore their potential. A look at Seeed's Grove Vision AI, DFRobot's HuskyLens, and Arduino's Nicla Vision.

Image of Test Software Bundle Simplifies the Creation of Test Programs 测试软件包能简化测试程序的构建

使用软件包,工程师能够构建测试程序,以控制测试硬件、获取数据、查看、分析和报告测试结果。

Unveiling the Power of Assembly Level Language Unveiling the Power of Assembly Level Language

Unlock the potential of assembly language as you navigate through system calls, memory manipulation, and the educational value it brings.