Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Difference from Background: Limit of Detection01:05

Difference from Background: Limit of Detection

6.4K
The limit of detection (LOD) is the smallest amount of analyte that can be distinguished from the background noise. The LOD value corresponds to the concentration at which the analyte signal is three times larger than the standard deviation of the blank signal. Below this value, the analyte signal cannot be differentiated from the background noise. It is calculated by dividing the calibration slope by 3 times the standard deviation of the blank signals.
The LOD indicates the presence or absence...
6.4K
Electronic Distance Measuring Instruments01:30

Electronic Distance Measuring Instruments

37
Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short...
37
High-Performance Liquid Chromatography: Types of Detectors01:15

High-Performance Liquid Chromatography: Types of Detectors

577
The role of the detectors in High-Performance Liquid Chromatography (HPLC) is to analyze the solutes as they exit from the chromatographic column. The detector recognizes the solute's property and generates corresponding electrical signals, which are converted into a readable graph of the detector's response versus elution time called a chromatogram at the computer. There are several types of HPLC detectors, each with its own advantages and limitations, depending on the analyte...
577
Gas Chromatography: Types of Detectors-II01:19

Gas Chromatography: Types of Detectors-II

378
In gas chromatography, different detectors are employed to meet specific analytical needs. These detectors are often categorized based on their detection mechanisms and the types of compounds they are best suited to analyze. Thermal Conductivity Detectors (TCD), Flame Ionization Detectors (FID), and Electron Capture Detectors (ECD) represent common categories, each with unique operating principles and applications. However, beyond these, several other detectors are designed for more specialized...
378

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Mesoporous polydopamine delivering 8-gingerol for the target and synergistic treatment to the spinal cord injury.

Journal of nanobiotechnology·2023
Same author

Interferometric fiber-optic gyroscope based on mode-division multiplexing.

Optics letters·2023
Same author

Dendrite-free zinc metal anodes enabled by electrolyte additive for high-performing aqueous zinc-ion batteries.

Dalton transactions (Cambridge, England : 2003)·2023
Same author

High-performance electrode of ZIF-67 metal-organic framework (MOF) loaded laser-induced graphene (LIG) composite for all-solid-state supercapacitor.

Nanotechnology·2023
Same author

The spatial spillover effect of ICT development level on regional CO<sub>2</sub> emissions.

Scientific reports·2023
Same author

MiR<b>-</b>223<b>-</b>3p increases resistance of colorectal cancer cells to 5<b>-</b>fluorouracil via targeting <i>SORBS1</i>.

Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences·2023

相关实验视频

Updated: Jul 7, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

1.7K

研究一种基于知识蒸的轻质电子元件检测方法.

Zilin Xia1, Jinan Gu1, Wenbo Wang1

  • 1School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, China.

Mathematical biosciences and engineering : MBE
|December 21, 2023
PubMed
概括

一种新的轻量级电子元件检测方法使用知识蒸来提高准确性和速度. 这种方法大大降低了模型的复杂性,同时保持了电子元件组装的高精度.

科学领域:

  • 计算机视觉 计算机视觉
  • 机器学习 机器学习
  • 人工智能的人工智能

背景情况:

  • 准确和快速检测电子元件对于高效的电子元件组装至关重要.
  • 现有的方法可能缺乏精度和计算复杂性之间的必要平衡.

研究的目的:

  • 提出一种使用知识蒸的轻量级电子元件检测方法.
  • 通过从更大的教师模型中学习来提高一个紧的学生模型的表现.

主要方法:

  • 构建一个轻量级的学生模型用于电子元件检测.
  • 实施一种结合特征和通道蒸的新型知识蒸技术.
  • 训练学生模型,从教师模型中捕获丰富的类相关和类间特征.

主要成果:

  • 与教师模型相比,学生模型参数减少了55% (13.32M),FLOP减少了35% (28.7GMac).
  • 平均平均精度 (mAP) 在Pascal VOC上提高了3.91%,在电子元件数据集上提高了1.13%.
  • 在79 FPS的速度下,实现了97.81%的检测精度 (mAP).

结论:

  • 建议的知识蒸方法有效平衡模型精度和复杂性.
关键词:
电子元件是电子元件的组成部分.知识的蒸知识的蒸.轻量级的轻量级的轻量级的轻量级的对象检测检测对象检测对象检测

更多相关视频

Flying Insect Detection and Classification with Inexpensive Sensors
05:16

Flying Insect Detection and Classification with Inexpensive Sensors

Published on: October 15, 2014

25.2K
Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.7K

相关实验视频

Last Updated: Jul 7, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

1.7K
Flying Insect Detection and Classification with Inexpensive Sensors
05:16

Flying Insect Detection and Classification with Inexpensive Sensors

Published on: October 15, 2014

25.2K
Design and Analysis for Fall Detection System Simplification
08:05

Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

10.7K
  • 轻量级的学生模型可以快速准确地检测电子元件.
  • 这种方法为在装配线上实时检测电子元件提供了卓越的解决方案.