{"id":1033,"date":"2024-11-26T10:00:00","date_gmt":"2024-11-26T10:00:00","guid":{"rendered":"https:\/\/makewise.pt\/pt\/?p=1033"},"modified":"2024-11-06T17:51:13","modified_gmt":"2024-11-06T17:51:13","slug":"matriculas-ao-redor-do-mundo-desafios-para-sistemas-baseados-em-ia","status":"publish","type":"post","link":"https:\/\/makewise.pt\/pt\/matriculas-ao-redor-do-mundo-desafios-para-sistemas-baseados-em-ia\/","title":{"rendered":"Matr\u00edculas ao redor do mundo: desafios para sistemas baseados em IA"},"content":{"rendered":"\n<p>No mundo globalizado de hoje, os ve\u00edculos atravessam fronteiras internacionais com mais frequ\u00eancia do que nunca. Essa mobilidade apresenta desafios \u00fanicos para os sistemas de Reconhecimento Autom\u00e1tico de Matr\u00edculas (ANPR), que precisam de identificar com precis\u00e3o uma vasta diversidade de designs e formatos de matr\u00edculas. Neste artigo, focamo-nos nesses desafios.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Qual \u00e9 o papel do ANPR na sociedade?<\/strong><\/h2>\n\n\n\n<p>A tecnologia ANPR \u00e9 essencial para a infraestrutura urbana moderna, melhorando a gest\u00e3o do tr\u00e1fego, a aplica\u00e7\u00e3o da lei e a seguran\u00e7a. Ao reconhecer e registar automaticamente as matr\u00edculas dos ve\u00edculos, os sistemas ANPR facilitam a cobran\u00e7a de portagens, monitorizam o fluxo de tr\u00e1fego e ajudam na preven\u00e7\u00e3o de crimes. A capacidade de processar grandes volumes de dados em tempo real permite que as cidades implementem sistemas de transporte inteligentes, contribuindo para opera\u00e7\u00f5es de tr\u00e1fego mais eficientes e maior seguran\u00e7a p\u00fablica.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Quais s\u00e3o os desafios para reconhecer as matr\u00edculas diversificadas?<\/strong><\/h2>\n\n\n\n<p>A diversidade global dos designs de matr\u00edculas imp\u00f5e desafios significativos aos sistemas ANPR. As varia\u00e7\u00f5es nos estilos de fonte, espa\u00e7amento de caracteres, cores e a inclus\u00e3o de s\u00edmbolos especiais ou caracteres regionais podem dificultar o reconhecimento preciso. No entanto, algumas inova\u00e7\u00f5es importantes ajudam os sistemas a adaptarem-se:<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-4 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1039\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1-1024x1024.jpg\" alt=\"\" class=\"wp-image-1039\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post1.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1036\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2-1024x1024.jpg\" alt=\"\" class=\"wp-image-1036\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post2.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1037\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3-1024x1024.jpg\" alt=\"\" class=\"wp-image-1037\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post3.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1035\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4-1024x1024.jpg\" alt=\"\" class=\"wp-image-1035\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post4.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1040\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5-1024x1024.jpg\" alt=\"\" class=\"wp-image-1040\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post5.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1038\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6-1024x1024.jpg\" alt=\"\" class=\"wp-image-1038\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post6.jpg 1080w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"1041\" src=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7-1024x1024.jpg\" alt=\"\" class=\"wp-image-1041\" srcset=\"https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7-1024x1024.jpg 1024w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7-300x300.jpg 300w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7-150x150.jpg 150w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7-768x768.jpg 768w, https:\/\/makewise.pt\/pt\/wp-content\/uploads\/sites\/2\/2024\/11\/post7.jpg 1081w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n<\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Atualiza\u00e7\u00f5es frequentes e expans\u00e3o de banco de dados<\/strong>: expans\u00f5es regulares dos bancos de dados permitem que o ANPR reconhe\u00e7a novos \u2018designs\u2019 de matr\u00edculas e varia\u00e7\u00f5es regionais com mais precis\u00e3o.<br><\/li>\n\n\n\n<li><strong>Aprendizagem de m\u00e1quina e IA<\/strong>: as tecnologias ajudam os sistemas ANPR a aprender com dados diversos, melhorando a capacidade de adapta\u00e7\u00e3o a fontes e layouts \u00fanicos.<br><\/li>\n\n\n\n<li><strong>OCR avan\u00e7ado<\/strong>: o reconhecimento \u00f3tico de caracteres aprimorado oferece melhor precis\u00e3o com fontes e caracteres n\u00e3o padr\u00e3o, essencial para uma aplica\u00e7\u00e3o global.<br><\/li>\n\n\n\n<li><strong>Reconhecimento de cores<\/strong>: a identifica\u00e7\u00e3o das cores das matr\u00edculas ajuda a distinguir entre tipos de ve\u00edculos ou regi\u00f5es, refinando a precis\u00e3o do reconhecimento.<br><\/li>\n\n\n\n<li><strong>Coordena\u00e7\u00e3o regulat\u00f3ria<\/strong>: trabalhar com autoridades permite que o ANPR se mantenha atualizado com novos padr\u00f5es, garantindo adaptabilidade em tempo real \u00e0s mudan\u00e7as da componente visual das matr\u00edculas.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O futuro: o que a adaptabilidade do ANPR tem a oferecer?<\/strong><\/h2>\n\n\n\n<p>Para enfrentar estes desafios, a tecnologia ANPR est\u00e1 a evoluir para se tornar mais adapt\u00e1vel e inteligente. Os avan\u00e7os tecnol\u00f3gicos permitem que os sistemas ANPR aprendam com conjuntos de dados diversificados, melhorando a sua capacidade de reconhecer v\u00e1rios formatos de matr\u00edculas. As atualiza\u00e7\u00f5es cont\u00ednuas nos algoritmos de reconhecimento e a expans\u00e3o de bancos de dados para incluir novos designs de matr\u00edculas s\u00e3o essenciais para manter a precis\u00e3o.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PLATE.VISION: Identificador de Matr\u00edculas da MakeWise<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/makewise.pt\/wp-content\/uploads\/2022\/11\/Plate-Vision-Demo.mp4\"><\/video><\/figure>\n\n\n\n<p>O sistema PLATE.VISION \u2013 ANPR (Automatic Number Plate Recognition) \u2013 \u00e9 um software de identifica\u00e7\u00e3o de ve\u00edculos em tempo real (Placa de Matr\u00edcula, N\u00famero de Identifica\u00e7\u00e3o do Ve\u00edculo, Marca e cor, etc.).<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Aplica\u00e7\u00e3o em cen\u00e1rios cr\u00edticos\u00a0\u2013\u00a0<\/strong>Postos de abastecimento, Portagens Rodovi\u00e1rias, Parques de Estacionamento, Etc.<br><\/li>\n\n\n\n<li><strong>M\u00faltiplos tipos de identifica\u00e7\u00e3o\u00a0\u2013\u00a0<\/strong>Placa de Matr\u00edcula, N\u00famero de Identifica\u00e7\u00e3o do Ve\u00edculo, Marca e cor, etc.<br><\/li>\n\n\n\n<li><strong>Melhor Desempenho\u00a0\u2013\u00a0<\/strong>Processamento e funcionamento em tempo real<br><\/li>\n\n\n\n<li><strong>Multi-Plataforma \u2013\u00a0<\/strong>Ambientes Server e Desktop, Cloud e Mobile<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/makewise.pt\/plate-vision-demo\/\" target=\"_blank\" rel=\"noreferrer noopener\">Experimente aqui a demonstra\u00e7\u00e3o do PLATE.VISION!<\/a><\/div>\n<\/div>\n\n\n\n<p>Confirme aqui todas as&nbsp;<a href=\"https:\/\/makewise.pt\/pt\/solucoes\/\">solu\u00e7\u00f5es<\/a>&nbsp;da MakeWise, e inicie o processo de transforma\u00e7\u00e3o digital da sua empresa.<a href=\"https:\/\/makewise.pt\/contacts\/\">&nbsp;Contacte-nos<\/a>!<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>No mundo globalizado de hoje, os ve\u00edculos atravessam fronteiras internacionais com mais frequ\u00eancia do que nunca. <\/p>\n","protected":false},"author":1,"featured_media":1034,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[13,14,6,9,7],"class_list":["post-1033","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-makewise","tag-inteligencia-artificial","tag-machine-learning","tag-makewise","tag-plate-vision","tag-reconhecimento-de-matriculas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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