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相关概念视频

Design Example: Automobile Ignition System01:14

Design Example: Automobile Ignition System

226
The automobile's ignition system plays a vital role by ensuring the timely ignition of the fuel-air mixture in each cylinder. This ignition is facilitated by a spark plug, which is composed of two electrodes separated by an air gap. A spark forms across this air gap when a substantial voltage is generated between the electrodes, leading to the ignition of the fuel.
One can generate a large voltage using a car battery of 12 volts with the help of inductors. Inductors are known for opposing...
226
Design Example01:23

Design Example

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The innovation of touch-tone telephony revolutionized the telecommunications industry by replacing the traditional rotary dial with a dual-tone multi-frequency (DTMF) signaling system. This system uses a matrix-style keypad with buttons arranged in four rows and three columns, creating 12 distinct signals each assigned to a pair of frequencies. Each button press results in a simultaneous generation of two sinusoidal tones – one from a low-frequency group (697 to 941 Hz) and one from a...
324
PI Controller: Design01:24

PI Controller: Design

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Proportional Integral (PI) controllers are a fundamental component in modern control systems, widely used to enhance performance and mitigate steady-state errors. They are particularly effective in applications such as automatic brightness adjustment on smartphones, where they excel at mitigating steady-state errors for step-function inputs. Unlike PD controllers, which require time-varying errors to function optimally, PI controllers leverage their integral component to address residual...
241
PD Controller: Design01:26

PD Controller: Design

215
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
215
Electro-mechanical Systems01:19

Electro-mechanical Systems

937
Electromechanical systems are intricate configurations that effectively combine electrical and mechanical elements to achieve a desired outcome. Central to many of these systems is the DC motor, a device that converts electrical energy into mechanical motion, enabling various applications ranging from simple fans to complex robotic mechanisms.
A key component of the DC motor is the armature, a rotating circuit positioned within a magnetic field. As an electric current passes through the...
937
Design Example: Resistive Touchscreen01:14

Design Example: Resistive Touchscreen

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A device engineer plays a crucial role in designing user interfaces for mobile devices. One such interface is the resistive touchscreen, which fundamentally consists of two metallic layers: a flexible upper layer and a rigid lower layer, separated by a narrow gap. The high resistance between these two layers is a key characteristic of this design.
When a user touches the screen, the two layers make contact at a specific point known as the touchpoint. This contact reduces the resistance between...
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Updated: Jun 21, 2025

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基于嵌入式系统开发的传统艺术设计表达.

Yan Cui1,2, Amer Shakir Bin Zainol2

  • 1Academy of Arts, Zhengzhou Business University, Zhengzhou, Henan, China.

PeerJ. Computer science
|July 10, 2024
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种嵌入式艺术展示系统,增强了数字和传统艺术的整合. 优化的VGG网络实现了更高的图像风格分类准确性,提高了艺术融合能力.

关键词:
在美国,CNN是CNN.数字绘画艺术 数字绘画艺术嵌入式系统嵌入式系统整合 整合 整合在 VGG 网上.

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科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 数字艺术 数字艺术 数字艺术

背景情况:

  • 传统的艺术设计和数字绘画艺术往往是分开呈现的.
  • 将数字艺术与传统设计相结合,需要复杂的分析和呈现系统.
  • 现有的方法在分析复杂的视觉特征时可能缺乏效率.

研究的目的:

  • 为绘画艺术和风格展示平台构建一个嵌入式系统.
  • 实现数字绘画艺术与传统艺术设计的自动整合.
  • 为了优化图像纹理功能识别,以进行增强的艺术分析.

主要方法:

  • 使用Bootstrap,Django和TensorFlow开发了一个嵌入式系统.
  • 使用Inception模块和剩余连接优化了视觉几何组 (VGG) 网络.
  • 实现图像纹理功能识别和风格分类算法.

主要成果:

  • 优化的VGG网络显示图像风格分类准确度增加了2.6%.
  • 在建筑图像分类中获得了87.34%的准确性,在景观图像分类中获得了95.33%的准确性.
  • 该平台展示了增强的可扩展性和减少系统模块的负担.

结论:

  • 拟议的系统有效地整合了数字和传统的艺术形式.
  • 优化的网络架构提高了艺术风格分类的准确性.
  • 该平台促进了数字和传统艺术表达的自动融合.