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Minicursos do XIV Encontro Unificado de Computação do Piauí (ENUCOMPI) e XI Simpósio de Sistemas de Informação (SINFO)最新文献

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Emulando Redes de Comunicação para Sistemas de Múltiplos Drones: uma abordagem inicial 多无人机系统通信网络仿真:一种初步方法
D. Pereira, L. Nascimento, V. Santos, P. Alsina
The popularization of applications that use Unmanned Aerial Vehicles (UAVs) has greatly stimulated research development in this area. Applications with multiple UAVs demand a network capable of enabling communication between the aircraft fleet and the base station on the ground. However, it is not simple to build this type of configuration in real life, making virtual environments an important tool to simulate this scenario with accuracy. In this context, the emulated environment of the Mininet-WiFI integrated with the Robotic Simulation Platform V-REP offers an interesting alternative to represent this scenario. Thus, this mini course is proposed to present how to set up some scenarios for carrying out experiments with multiple drone systems applications.
无人机应用的普及极大地刺激了这一领域的研究发展。多架无人机的应用需要一个能够在飞机机群和地面基站之间进行通信的网络。然而,在现实生活中构建这种类型的配置并不简单,因此虚拟环境是准确模拟此场景的重要工具。在这种情况下,mini - wifi与机器人仿真平台V-REP集成的仿真环境提供了一个有趣的替代方案来表示这种情况。因此,这个迷你课程提出了如何建立一些场景进行实验与多个无人机系统的应用。
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引用次数: 0
Introdução à Análise de Dados Geoespaciais com Python Python地理空间数据分析简介
G. Lopes, A. Delbem, J. Sousa
A análise espacial, ou apenas análise geoespacial, é uma abordagem para aplicar a análise estatística e outras técnicas analíticas a dados que possuem um aspecto geográfico ou espacial. Essa análise normalmente é feita utilizando técnicas de renderização de mapas a partir do processamento de dados espaciais e a aplicação de métodos analíticos a conjuntos de dados terrestres ou geográficos. Este minicurso é uma introdução à análise de dados geoespaciais com Python, com foco em dados vetoriais tabulares usando GeoPandas. O conteúdo concentra-se em apresentar as diferentes bibliotecas para trabalhar com dados geoespaciais e as relações no espaço. Isso inclui a importação de dados em diferentes formatos (por exemplo, shapefile, GeoJSON), visualizando, combinando e organizando-os para análise, fazendo o uso de bibliotecas como pandas, geopandas, shapely, pyproj, matplotlib, cartopy, dentre outras.
空间分析,或仅仅是地理空间分析,是一种将统计分析和其他分析技术应用于具有地理或空间方面的数据的方法。这种分析通常使用来自空间数据处理的地图渲染技术,并将分析方法应用于陆地或地理数据集。这门简短的课程介绍了用Python分析地理空间数据,重点是使用geoopandas的表格矢量数据。内容的重点是介绍不同的图书馆处理地理空间数据和空间关系。这包括导入不同格式的数据(例如,shapefile, GeoJSON),可视化,组合和组织它们进行分析,使用库,如pandas, geopandas, shapely, pyproj, matplotlib, cartopy等。
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引用次数: 0
Procedimentos adotados na coleta de sinais mioelétricos para construção de próteses da mão 收集用于构建手假体的肌电信号的程序
Alberto Peixoto, Guilherme Peixoto, Roberto Montteiro, T. Carneiro
This chapter provides information on the precautions and recommendations that need to be taken in collecting the myoelectric signal for use in myoelectric prostheses with multi-ple movements. For a better understanding of the process, an approach is made about the EMG signal, its treatment, movement identification techniques and the instructions for the acquisition process. A prototype acquisition equipment is also being presented here as an example.
本章提供了收集肌电信号用于多动作肌电假体时需要采取的预防措施和建议。为了更好地理解这一过程,本文对肌电图信号及其处理、运动识别技术和获取过程的说明进行了探讨。这里还将介绍一种原型采集设备作为示例。
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引用次数: 0
Desenvolvendo ChatBots com o Dialogflow 使用Dialogflow开发聊天机器人
Joeckson Correa, Davi Viana, A. Teles
ChatBots are increasingly present in people’s lives, whether in the financial area, custo-mer service, education, and also in the health area. ChatBots bring benefits, for example, to the healthcare area, being able to assist patients and healthcare professionals in ad-ministrative tasks of appointment scheduling, in the area of education, and can answer students’ questions about re-enrollment. This book chapter aims to present the ChatBot concepts, the origin of the term ChatBot and its evolution and architecture, and how Machine Learning and Natural Language Processing are used in ChatBots. In particular, it introduces the Dialogflow platform. Dialogflow is a web platform that facilitates the ChatBot development process. By using Dialogflow, the developer can create ChatBots that respond to users through text or speech. Finally, this chapter presents the step by step of how to create a ChatBot using Dialogflow to schedule medical appointments.
聊天机器人越来越多地出现在人们的生活中,无论是在金融领域、客户服务、教育还是健康领域。聊天机器人带来的好处,例如,在医疗保健领域,能够帮助患者和医疗保健专业人员完成预约安排的行政任务,在教育领域,可以回答学生关于重新注册的问题。本章旨在介绍ChatBot概念,术语ChatBot的起源及其演变和架构,以及如何在ChatBot中使用机器学习和自然语言处理。特别介绍了Dialogflow平台。Dialogflow是一个促进聊天机器人开发过程的web平台。通过使用Dialogflow,开发人员可以创建通过文本或语音响应用户的聊天机器人。最后,本章将逐步介绍如何使用Dialogflow创建ChatBot来安排医疗预约。
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引用次数: 0
Detecção de Máscara em Python Usando OpenCV e Deep Learning 使用OpenCV和深度学习的Python掩码检测
V. Brito, P. Santos, A. C. Carvalho Filho
In view of the pandemic scenario we are experiencing, we propose a minicourse aimed at the application of Computer Vision techniques that can be useful to support the authorities in the control of restrictive measures. The minicourse aims to explain the concepts of techniques such as Convolutional Neural Network, Multi-task Cascaded Convolutional Networks, FaceNet and Multilayer Perceptron, practically applying such techniques in a Computer Vision system to detect whether people in a given environment are or are not using mask. This chapter describes the technologies used in the mini-course, as well as the steps involved in implementation.
鉴于我们正在经历的大流行情况,我们建议开设一个旨在应用计算机视觉技术的小型课程,这些技术有助于支持当局控制限制性措施。本迷你课程旨在解释卷积神经网络、多任务级联卷积网络、FaceNet和多层感知器等技术的概念,并在计算机视觉系统中实际应用这些技术来检测给定环境中的人是否使用掩模。本章描述了迷你课程中使用的技术,以及实现过程中涉及的步骤。
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引用次数: 0
Realidade Aumentada no contexto de Computação Ubíqua: conceitos, características e ferramentas da plataforma Android 泛在计算背景下的增强现实:Android平台的概念、功能和工具
J. Pires, João Manoel de Oliveira Neto
This chapter presents the main characteristics of Ubiquitous Computing and Augmented Reality and how these technologies can be used together to improve the user experience in urban space. Moreover, we discuss the features offered by the Android platform for the creation of Augmented Reality applications based on the location of users and objects placed in the environment where the users are. To illustrate the issues covered in this chapter, we present the process of designing, modeling and implementing the Intelligent Campus app - a set of resources and services based on Augmented Reality to provide information about buildings and other objects arranged on a university campus.
本章介绍了普适计算和增强现实的主要特点,以及如何将这些技术结合起来改善城市空间的用户体验。此外,我们还讨论了Android平台提供的基于用户位置和用户所在环境中放置的对象创建增强现实应用程序的功能。为了说明本章所涉及的问题,我们介绍了智能校园应用程序的设计、建模和实现过程——智能校园应用程序是一组基于增强现实的资源和服务,用于提供有关大学校园内建筑物和其他物体的信息。
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引用次数: 0
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Minicursos do XIV Encontro Unificado de Computação do Piauí (ENUCOMPI) e XI Simpósio de Sistemas de Informação (SINFO)
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