{"id":446,"date":"2022-08-25T09:00:00","date_gmt":"2022-08-25T09:00:00","guid":{"rendered":"https:\/\/makewise.pt\/pt\/?p=446"},"modified":"2024-02-28T09:00:33","modified_gmt":"2024-02-28T09:00:33","slug":"computer-vision-in-real-world-scenarios-examples","status":"publish","type":"post","link":"https:\/\/makewise.pt\/pt\/computer-vision-in-real-world-scenarios-examples\/","title":{"rendered":"Vis\u00e3o de Computador em cen\u00e1rios reais: Aqui est\u00e3o quatro exemplos de aplica\u00e7\u00f5es da Vis\u00e3o por Computador em cen\u00e1rios do dia-a-dia."},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">A tecnologia de vis\u00e3o computacional percorreu um longo caminho! Atualmente, esta tecnologia entrou na maioria dos neg\u00f3cios e empresas em todo o mundo, e o seu mercado de software e hardware dever\u00e1 atingir a marca de 48,6 mil milh\u00f5es de d\u00f3lares at\u00e9 ao final deste ano (2022) &#8211; de acordo com o <a href=\"https:\/\/www.businesswire.com\/news\/home\/20160620005440\/en\/Computer-Vision-Hardware-and-Software-Market-to-Reach-48.6-Billion-by-2022-According-to-Tractica\" target=\"_blank\" rel=\"noreferrer noopener\">Business Wire<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apesar disso, a maioria das pessoas n\u00e3o tem conhecimento da aplica\u00e7\u00e3o da Vis\u00e3o por Computador em cen\u00e1rios reais. Ao longo dos anos, desvendamos <a href=\"https:\/\/makewise.pt\/pt\/visao-por-computador-sabe-mesmo-o-que-e\/\" target=\"_blank\" rel=\"noreferrer noopener\">o que \u00e9 a vis\u00e3o computacional<\/a>, <a href=\"https:\/\/makewise.pt\/pt\/como-se-ensina-uma-maquina-a-ver-visao-por-computador\/\" target=\"_blank\" rel=\"noreferrer noopener\">como funciona e como ensin\u00e1-la<\/a>, <a href=\"https:\/\/makewise.pt\/pt\/computer-vision-o-que-pode-fazer\/\" target=\"_blank\" rel=\"noreferrer noopener\">o que pode fazer por n\u00f3s<\/a>, e <a href=\"https:\/\/makewise.pt\/pt\/casos-de-estudo\/\" target=\"_blank\" rel=\"noreferrer noopener\">implement\u00e1mos esta tecnologia em v\u00e1rias ind\u00fastrias e empresas<\/a>. A Vis\u00e3o Computacional provou que se pode distinguir em tarefas como dete\u00e7\u00e3o de objetos e an\u00e1lise de imagens, melhorando assim a operacionalidade das empresas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Portanto, para si que n\u00e3o tem conhecimento das <strong>utiliza\u00e7\u00f5es da Vis\u00e3o por Computador em cen\u00e1rios reais<\/strong>, aqui est\u00e3o alguns exemplos das suas aplica\u00e7\u00f5es&#8230;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">1) <strong>Ind\u00fastria Autom\u00f3vel<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/makewise.pt\/pt\/tag\/avi-vision\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1-1024x1024.jpg\" alt=\"Vis\u00e3o de Computador em cen\u00e1rios reais\" class=\"wp-image-449\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-1.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Estamos certos de que j\u00e1 ouviu falar de carros aut\u00f3nomos! Isto \u00e9 poss\u00edvel gra\u00e7as \u00e0 ajuda de t\u00e9cnicas de vis\u00e3o computacional. Os carros aut\u00f3nomos podem rastrear tudo o que est\u00e1 a acontecer nas suas imedia\u00e7\u00f5es (por exemplo, dete\u00e7\u00e3o de obstru\u00e7\u00e3o e an\u00e1lise de fluxo de tr\u00e1fego) com c\u00e2maras e reagir de acordo com o que est\u00e1 a acontecer. Mas, para al\u00e9m disso, sabia que gra\u00e7as \u00e0 Vis\u00e3o por Computador foi poss\u00edvel desenvolver e implementar <a href=\"http:\/\/Business%20Wire\" target=\"_blank\" rel=\"noreferrer noopener\">Sistemas de Inspe\u00e7\u00e3o de Ve\u00edculos Autom\u00e1ticos<\/a>?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\"><strong>2) Estradas e Transportes<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/makewise.pt\/pt\/aid-vision-2\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2-1024x1024.jpg\" alt=\"Vis\u00e3o de Computador em cen\u00e1rios reais\" class=\"wp-image-450\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-2.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Acidentes de via\u00e7\u00e3o e emerg\u00eancias s\u00e3o uma realidade que, infelizmente, quase inevitavelmente, faz parte do nosso quotidiano. \u00c9 aqui que surgem <a href=\"https:\/\/makewise.pt\/pt\/detecao-automatica-de-incidentes-em-estradas\/\" target=\"_blank\" rel=\"noreferrer noopener\">sistemas autom\u00e1ticos de dete\u00e7\u00e3o de incidentes nas estradas<\/a>. Tamb\u00e9m conhecidos como solu\u00e7\u00f5es AID, baseadas no processamento de imagem de intelig\u00eancia artificial (IA), estes sistemas podem identificar e alertar quase instantaneamente a ocorr\u00eancia dos mais diversos incidentes.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">3) <strong>Log\u00edstica e Mat\u00e9rias-Primas<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/makewise.pt\/pt\/checkpoint-vision\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3-1024x1024.jpg\" alt=\"Vis\u00e3o de Computador em cen\u00e1rios reais\" class=\"wp-image-451\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-3.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Os Transportes e Log\u00edstica s\u00e3o uma das \u00e1reas com maior evolu\u00e7\u00e3o nos \u00faltimos tempos, e t\u00eam uma import\u00e2ncia extrema para o nosso dia-a-dia&#8230; sem sequer se aperceber! A Vis\u00e3o por computador permitiu desenvolver e implementar <a href=\"https:\/\/makewise.pt\/pt\/checkpoint-vision-logistica-materias-primas-case-study\/\" target=\"_blank\" rel=\"noreferrer noopener\">sistemas de controlo de carga<\/a> que permitem o reconhecimento de objetos, bem como o controlo e verifica\u00e7\u00e3o do transporte de carga. Proporcionando controlo absoluto e valida\u00e7\u00e3o da integridade e transporte de mat\u00e9rias-primas.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">4) <strong>Ind\u00fastria retalhista<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/makewise.pt\/stock-vision\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4-1024x1024.jpg\" alt=\"Vis\u00e3o de Computador em cen\u00e1rios reais\" class=\"wp-image-452\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2022\/08\/site-4.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Gra\u00e7as \u00e0 Tecnologia de Vis\u00e3o por Computador e ao Reconhecimento de Imagem por IA, \u00e9 poss\u00edvel proporcionar aos retalhistas a oportunidade de serem mais eficientes e otimizarem os seus recursos humanos. Os <a href=\"https:\/\/makewise.pt\/pt\/stock-vision-real-time-shelf-monitoring-case-study\/\" target=\"_blank\" rel=\"noreferrer noopener\">sistemas de monitoriza\u00e7\u00e3o de prateleiras<\/a> s\u00e3o agora uma realidade, que fornecem informa\u00e7\u00f5es em tempo real baseadas em imagens de c\u00e2maras na loja (CCTV), garantindo que os produtos est\u00e3o sempre em stock! <\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Confirme todas as solu\u00e7\u00f5es da MakeWise <a href=\"https:\/\/makewise.pt\/pt\/solucoes\/\">aqui<\/a> e comece a usar a Vis\u00e3o De Computador na sua jornada de transforma\u00e7\u00e3o digital de neg\u00f3cios. <a href=\"https:\/\/makewise.pt\/pt\/contactos\/\">Contacte-nos<\/a>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vis\u00e3o de Computador em cen\u00e1rios reais: aqui est\u00e3o alguns exemplos das suas aplica\u00e7\u00f5es da Vis\u00e3o de Computador em cen\u00e1rios reais.<\/p>\n","protected":false},"author":1,"featured_media":447,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[6,17],"class_list":["post-446","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-makewise","tag-makewise","tag-visao-por-computador"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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