{"id":2891,"date":"2024-02-18T15:29:57","date_gmt":"2024-02-18T15:29:57","guid":{"rendered":"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/"},"modified":"2024-02-18T15:29:57","modified_gmt":"2024-02-18T15:29:57","slug":"ocr-solution-to-ease-invoice-processing","status":"publish","type":"resource","link":"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/","title":{"rendered":"Solu\u00e7\u00e3o de OCR para facilitar o processamento de facturas"},"content":{"rendered":"<h2 style=\"text-align: center;\">Principais pormenores<\/h2>\n<p>Simplifica\u00e7\u00e3o do processamento de documentos e poupan\u00e7a de 15.000 horas-homem por ano.<\/p>\n<div>\n<ul>\n<li>\n<div>Desafio<\/div>\n<div>Automatizar o processamento de documentos com OCR<\/div>\n<\/li>\n<li>\n<div>Solu\u00e7\u00e3o<\/div>\n<div>OCR para reduzir o tempo de processamento de facturas<\/div>\n<\/li>\n<li>\n<div>Tecnologias e ferramentas<\/div>\n<div>Python, Pytorch, CatBoost, scikit-learn, OpenCV, Tesseract, API de vis\u00e3o do Google<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Cliente<\/h2>\n<p style=\"text-align: left;\">A AsstrA \u00e9 uma organiza\u00e7\u00e3o internacional <a href=\"https:\/\/essidsolutions.com\/industry\/ai-logistics-transport-solutions\">transportes e log\u00edstica<\/a> empresa. Estavam a enfrentar o problema de <a href=\"http:\/\/localhost\/essidsolutions\/service\/image-analysis-software\">reconhecimento de imagem<\/a> e processamento manual de dados. <a href=\"http:\/\/localhost\/essidsolutions\/service\/intelligent-document-processing\">Processamento manual de documentos<\/a> e <a href=\"https:\/\/essidsolutions.com\/data-extraction\">extra\u00e7\u00e3o de dados<\/a> t\u00eam ocupado a maior parte do seu tempo. Mais importante ainda, era bastante dispendioso e conduzia frequentemente a erros n\u00e3o detectados. Foi por isso que quiseram eliminar o elemento humano dos processos baseados em documentos.<\/p>\n<p>Para o conseguir, o cliente contactou a ESSID Solutions, fornecedor de solu\u00e7\u00f5es de OCR.<\/p>\n<h2 style=\"text-align: center;\">Desafio: automatizar o processamento de documentos com OCR<\/h2>\n<p>O cliente estava sobrecarregado com a prepara\u00e7\u00e3o manual de documentos. Foi por isso que nos pediu uma solu\u00e7\u00e3o de OCR eficiente para melhorar a <a href=\"https:\/\/essidsolutions.com\/automated-invoice-processing\">procedimento de recolha de dados de facturas<\/a> no local de trabalho.<\/p>\n<p>O maior desafio para a nossa equipa foi desenvolver um sistema que fosse <a href=\"https:\/\/essidsolutions.com\/data-extraction\">capaz de extrair dados<\/a> a partir de milhares de modelos de facturas e requer um envolvimento humano m\u00ednimo para se adaptar a novos modelos.<\/p>\n<h2 style=\"text-align: center;\">Solu\u00e7\u00e3o: OCR para reduzir o tempo de processamento de facturas<\/h2>\n<p>A log\u00edstica est\u00e1 pronta para a aplica\u00e7\u00e3o do OCR. A tecnologia OCR tem-se revelado eficaz na identifica\u00e7\u00e3o de documentos de expedi\u00e7\u00e3o como cartas de porte a\u00e9reo, conhecimentos de embarque, facturas, CMRs, licen\u00e7as de importa\u00e7\u00e3o, etc.<\/p>\n<p>A nossa equipa come\u00e7ou por classificar v\u00e1rias digitaliza\u00e7\u00f5es de documentos, incluindo facturas e CMRs. Uma vez classificadas as digitaliza\u00e7\u00f5es de documentos, tivemos de verificar se existiam erros ou anomalias nas digitaliza\u00e7\u00f5es de documentos. A nossa equipa tamb\u00e9m teve de encontrar e identificar os selos nos documentos. Para o efeito, utiliz\u00e1mos a tecnologia CV (Computer Vision).<\/p>\n<p>Outra tarefa era reconhecer e derivar os dados necess\u00e1rios, como a data e o n\u00famero da fatura.<\/p>\n<p>A abordagem que utiliz\u00e1mos durante o projeto:<\/p>\n<p><img alt=\"Solu\u00e7\u00e3o OCR\" decoding=\"async\" height=\"215\" loading=\"lazy\" sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-1024x215.jpg\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-1024x215.jpg 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-300x63.jpg 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-768x161.jpg 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-742x156.jpg 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1-640x134.jpg 640w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2021\/01\/project-approach-1.jpg 1503w\" width=\"1024\"\/><\/p>\n<p><span style=\"letter-spacing: 0.6px; -webkit-text-stroke-color: transparent;\">Os contabilistas costumavam gastar muito tempo no processamento de documentos. A nossa solu\u00e7\u00e3o de OCR tem como objetivo carregar e processar documentos por si s\u00f3. Al\u00e9m disso, regista <a href=\"http:\/\/localhost\/essidsolutions\/service\/intelligent-document-processing\">documentos reconhecidos automaticamente<\/a>. A solu\u00e7\u00e3o processa um documento quatro vezes mais depressa do que um ser humano. De acordo com a nossa an\u00e1lise, o processamento autom\u00e1tico e a captura de facturas por OCR de 300.000 documentos poupar\u00e1 15.000 horas-homem por ano.<\/span><\/p>\n<p>Como resultado, o nosso software de fatura\u00e7\u00e3o OCR ajuda o cliente a gerir a sua empresa de forma mais eficaz, fi\u00e1vel e previs\u00edvel.<\/p>\n<h2 style=\"text-align: center;\">Resultado: melhor processamento de facturas e redu\u00e7\u00e3o de horas-homem<\/h2>\n<p>Antes de estabelecer uma parceria com a equipa da ESSID Solutions, o cliente tinha de processar a riqueza de dados manualmente numa base regular. Tendo muita experi\u00eancia no desenvolvimento de software de fatura\u00e7\u00e3o OCR, a nossa equipa ajudou a empresa de log\u00edstica com uma solu\u00e7\u00e3o inteligente e personalizada que agiliza o processamento de documentos.<\/p>\n<p>O cliente beneficiou da coopera\u00e7\u00e3o connosco das seguintes formas:<\/p>\n<ul>\n<li><a href=\"http:\/\/localhost\/essidsolutions\/service\/custom-document-management-systems\">tratamento automatizado de documentos<\/a> e o registo liberta tempo<\/li>\n<li>o risco de erro humano no local de trabalho diminuiu<\/li>\n<li>aumento da produtividade<\/li>\n<li>redu\u00e7\u00e3o de horas-homem<\/li>\n<li>custos laborais reduzidos<\/li>\n<\/ul>\n<h3 style=\"text-align: center;\">Vamos trabalhar no seu <a href=\"https:\/\/essidsolutions.com\/automated-invoice-processing\">Software de captura de dados de facturas<\/a> Juntos<\/h3>","protected":false},"excerpt":{"rendered":"<p>Principais pormenores Processamento simplificado de documentos e poupan\u00e7a de 15.000 horas-homem por ano. Desafio Automatizar o processamento de documentos com OCR Solu\u00e7\u00e3o OCR para reduzir o tempo de processamento de facturas Tecnologias e ferramentas Python, Pytorch, CatBoost, scikit-learn, OpenCV, Tesseract, Google Vision API Cliente A AsstrA \u00e9 uma empresa internacional de transportes e log\u00edstica. Estavam a enfrentar o problema de reconhecimento de imagem e ... Ler mais <a title=\"Solu\u00e7\u00e3o de OCR para facilitar o processamento de facturas\" class=\"read-more\" href=\"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/\" aria-label=\"Leia mais sobre OCR Solution to Ease Invoice Processing\">Ler mais<\/a><\/p>","protected":false},"featured_media":2892,"template":"","industry":[79],"expertise":[78,58],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v21.9.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>OCR Solution to Ease Invoice Processing - ESISOC | ESSID Solutions<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OCR Solution to Ease Invoice Processing\" \/>\n<meta property=\"og:description\" content=\"Key Details Streamlined document processing and 15,000 man-hours saved per year. Challenge Automate document processing with OCR Solution OCR to cut time on invoice processing Technologies and tools Python, Pytorch, CatBoost, scikit-learn, OpenCV, Tesseract, Google Vision API Client AsstrA is an international transport and logistics company. They were facing the problem of image recognition and ... Ler mais\" \/>\n<meta property=\"og:url\" content=\"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/\" \/>\n<meta property=\"og:site_name\" content=\"ESISOC | ESSID Solutions\" \/>\n<meta property=\"og:image\" content=\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/7eaddbe3a64a49bbbd198ee58e998fd4.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"839\" \/>\n\t<meta property=\"og:image:height\" content=\"514\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/\",\"url\":\"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/\",\"name\":\"OCR Solution to Ease Invoice Processing - ESISOC | ESSID Solutions\",\"isPartOf\":{\"@id\":\"https:\/\/esisoc.com\/#website\"},\"datePublished\":\"2024-02-18T15:29:57+00:00\",\"dateModified\":\"2024-02-18T15:29:57+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/esisoc.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"OCR Solution to Ease Invoice Processing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/esisoc.com\/#website\",\"url\":\"https:\/\/esisoc.com\/\",\"name\":\"ESISOC | ESSID Solutions\",\"description\":\"Data Science Consulting and AI | Online Books, Videos, Courses and more\",\"publisher\":{\"@id\":\"https:\/\/esisoc.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/esisoc.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/esisoc.com\/#organization\",\"name\":\"ESISOC | ESSID Solutions\",\"url\":\"https:\/\/esisoc.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/esisoc.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png\",\"contentUrl\":\"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png\",\"width\":350,\"height\":63,\"caption\":\"ESISOC | ESSID Solutions\"},\"image\":{\"@id\":\"https:\/\/esisoc.com\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"OCR Solution to Ease Invoice Processing - ESISOC | ESSID Solutions","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/","og_locale":"pt_PT","og_type":"article","og_title":"OCR Solution to Ease Invoice Processing","og_description":"Key Details Streamlined document processing and 15,000 man-hours saved per year. Challenge Automate document processing with OCR Solution OCR to cut time on invoice processing Technologies and tools Python, Pytorch, CatBoost, scikit-learn, OpenCV, Tesseract, Google Vision API Client AsstrA is an international transport and logistics company. They were facing the problem of image recognition and ... Ler mais","og_url":"https:\/\/esisoc.com\/pt\/resource\/solucao-ocr-para-facilitar-o-processamento-de-facturas\/","og_site_name":"ESISOC | ESSID Solutions","og_image":[{"width":839,"height":514,"url":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/7eaddbe3a64a49bbbd198ee58e998fd4.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_misc":{"Tempo estimado de leitura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/","url":"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/","name":"OCR Solution to Ease Invoice Processing - ESISOC | ESSID Solutions","isPartOf":{"@id":"https:\/\/esisoc.com\/#website"},"datePublished":"2024-02-18T15:29:57+00:00","dateModified":"2024-02-18T15:29:57+00:00","breadcrumb":{"@id":"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/#breadcrumb"},"inLanguage":"pt-PT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/esisoc.com\/resource\/ocr-solution-to-ease-invoice-processing\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/esisoc.com\/"},{"@type":"ListItem","position":2,"name":"OCR Solution to Ease Invoice Processing"}]},{"@type":"WebSite","@id":"https:\/\/esisoc.com\/#website","url":"https:\/\/esisoc.com\/","name":"ESISOC | ESSID Solutions","description":"Data Science Consulting and AI | Online Books, Videos, Courses and more","publisher":{"@id":"https:\/\/esisoc.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/esisoc.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"pt-PT"},{"@type":"Organization","@id":"https:\/\/esisoc.com\/#organization","name":"ESISOC | ESSID Solutions","url":"https:\/\/esisoc.com\/","logo":{"@type":"ImageObject","inLanguage":"pt-PT","@id":"https:\/\/esisoc.com\/#\/schema\/logo\/image\/","url":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png","contentUrl":"https:\/\/esisoc.com\/wp-content\/uploads\/2024\/02\/logo-esisoc.png","width":350,"height":63,"caption":"ESISOC | ESSID Solutions"},"image":{"@id":"https:\/\/esisoc.com\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/resource\/2891"}],"collection":[{"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/resource"}],"about":[{"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/types\/resource"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/media\/2892"}],"wp:attachment":[{"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/media?parent=2891"}],"wp:term":[{"taxonomy":"industry","embeddable":true,"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/industry?post=2891"},{"taxonomy":"expertise","embeddable":true,"href":"https:\/\/esisoc.com\/pt\/wp-json\/wp\/v2\/expertise?post=2891"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}