{"id":2887,"date":"2024-02-18T15:29:57","date_gmt":"2024-02-18T15:29:57","guid":{"rendered":"https:\/\/esisoc.com\/resource\/ocr-based-solution-to-retrieve-data-from-receipts\/"},"modified":"2024-02-18T15:29:57","modified_gmt":"2024-02-18T15:29:57","slug":"ocr-based-solution-to-retrieve-data-from-receipts","status":"publish","type":"resource","link":"https:\/\/esisoc.com\/fr\/resource\/solution-basee-sur-locr-pour-recuperer-les-donnees-des-recus\/","title":{"rendered":"Solution bas\u00e9e sur l'OCR pour r\u00e9cup\u00e9rer les donn\u00e9es des re\u00e7us"},"content":{"rendered":"<h2 style=\"text-align: center;\">D\u00e9tails cl\u00e9s<\/h2>\n<p>Am\u00e9lioration de l'efficacit\u00e9 des flux de travail d'arri\u00e8re-guichet de 42%.<\/p>\n<div>\n<ul>\n<li>\n<div>D\u00e9fi<\/div>\n<div> Extraction d'informations \u00e0 partir de re\u00e7us \u00e0 l'aide de l'apprentissage automatique<\/div>\n<\/li>\n<li>\n<div>Solution<\/div>\n<div>Solution bas\u00e9e sur l'OCR pour le traitement de donn\u00e9es semi-structur\u00e9es \u00e0 partir de re\u00e7us<\/div>\n<\/li>\n<li>\n<div>Technologies et outils<\/div>\n<div>OpenCV, Python, C++, ABBYY Cloud OCR SDK<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Client<\/h2>\n<p>Le client est un fournisseur de solutions personnalis\u00e9es dans le domaine de la banque et de la finance. Le client recherchait <a href=\"https:\/\/essidsolutions.com\/data-extraction\"> services d'extraction de donn\u00e9es <\/a> afin d'am\u00e9liorer les applications pour les entreprises gr\u00e2ce \u00e0 l'apprentissage automatique.<\/p>\n<h2 style=\"text-align: center;\">D\u00e9fi : extraction d'informations \u00e0 partir de re\u00e7us \u00e0 l'aide de l'apprentissage automatique<\/h2>\n<p>Le client a fourni \u00e0 l'\u00e9quipe d'ESSID Solutions une application mobile con\u00e7ue pour stocker des re\u00e7us num\u00e9riques. Le d\u00e9fi \u00e9tait d'amplifier cette application en <a href=\"http:\/\/localhost\/essidsolutions\/service\/machine-learning-consulting\">l'application de l'apprentissage automatique<\/a>.<\/p>\n<p>Nos data scientists ont d\u00e9cid\u00e9 d'utiliser la technologie de reconnaissance optique de caract\u00e8res (OCR) pour entra\u00eener un algorithme \u00e0 extraire des donn\u00e9es cl\u00e9s \u00e0 partir d'images brutes. Ils ont \u00e9galement utilis\u00e9 des m\u00e9thodes classiques de vision par ordinateur pour am\u00e9liorer la qualit\u00e9 d'une image reconnue avant d'appliquer la reconnaissance optique de caract\u00e8res aux re\u00e7us.<\/p>\n<h2 style=\"text-align: center;\">Solution : Solution bas\u00e9e sur l'OCR pour le traitement de donn\u00e9es semi-structur\u00e9es \u00e0 partir de re\u00e7us<\/h2>\n<p>La premi\u00e8re \u00e9tape a consist\u00e9 \u00e0 pr\u00e9traiter les images num\u00e9riques pour <a href=\"https:\/\/essidsolutions.com\/data-extraction\">extraction de donn\u00e9es<\/a>. Notre \u00e9quipe a utilis\u00e9 la vision artificielle pour lire les re\u00e7us.<\/p>\n<p>Le texte semi-structur\u00e9 des re\u00e7us peut contenir non seulement du texte brut, mais aussi des figures, des titres, des tableaux ou des \u00e9l\u00e9ments non textuels. En outre, les textes des re\u00e7us ont des attributs tels que des polices, des symboles, des colonnes, etc. diff\u00e9rents. Ces particularit\u00e9s contribuent \u00e0 une mauvaise reconnaissance des caract\u00e8res. La solution consistait \u00e0 se concentrer sur une s\u00e9lection minutieuse des domaines, sur l'extraction pr\u00e9cise des donn\u00e9es de chaque domaine et sur la synth\u00e8se des r\u00e9sultats.<br \/> Notre \u00e9quipe a d\u00e9velopp\u00e9 une solution permettant de diviser un re\u00e7u en plusieurs zones ou cases afin d'en extraire les donn\u00e9es, colonne par colonne, de les traiter et de les transf\u00e9rer automatiquement vers les formulaires requis ou le CRM du client.<\/p>\n<p>Un autre d\u00e9fi consistait \u00e0 extraire les chiffres du num\u00e9ro de compte et le num\u00e9ro d'acheminement. Les banques utilisent souvent des polices de caract\u00e8res sp\u00e9cialis\u00e9es, ce qui fait qu'un symbole se compose de plusieurs parties. En outre, les textes figurant sur les ch\u00e8ques peuvent \u00eatre effac\u00e9s ou s'estomper, ce qui peut poser des probl\u00e8mes de reconnaissance dans certains cas.<\/p>\n<p>Notre \u00e9quipe a mis au point une m\u00e9thode permettant de calculer automatiquement une bo\u00eete englobante pour chaque symbole. Cette approche a permis de traiter chaque symbole comme une image afin d'extraire le nombre entier avec un pourcentage \u00e9lev\u00e9 de pr\u00e9cision.<\/p>\n<h2 style=\"text-align: center;\">R\u00e9sultat : automatisation des t\u00e2ches routini\u00e8res et am\u00e9lioration des performances globales.<\/h2>\n<p>L'\u00e9quipe d'ESSID Solutions a aid\u00e9 le client \u00e0 automatiser ses processus dans le domaine de l'extraction de donn\u00e9es. Le client a re\u00e7u une solution, bas\u00e9e sur la reconnaissance optique de caract\u00e8res, capable d'\u00e9liminer le travail fastidieux et source d'erreurs. Il s'agissait notamment de traiter les donn\u00e9es relatives aux transactions financi\u00e8res \u00e0 partir des re\u00e7us.<\/p>\n<p>Cette solution personnalis\u00e9e peut \u00eatre utilis\u00e9e pour am\u00e9liorer l'efficacit\u00e9 des flux de travail du back-office. En rempla\u00e7ant les employ\u00e9s engag\u00e9s dans des t\u00e2ches routini\u00e8res, le client r\u00e9affecte plus de talents \u00e0 la r\u00e9solution de probl\u00e8mes critiques n\u00e9cessitant une supervision humaine.<\/p>\n<h3 style=\"text-align: center;\">Optimisez vos processus d'affaires avec notre <a href=\"https:\/\/essidsolutions.com\/data-extraction\">Services d'extraction de donn\u00e9es<\/a><\/h3>","protected":false},"excerpt":{"rendered":"<p>D\u00e9tails cl\u00e9s Am\u00e9lioration de l'efficacit\u00e9 des flux de travail du back-office par 42%. D\u00e9fi Extraction d'informations \u00e0 partir de re\u00e7us \u00e0 l'aide de l'apprentissage automatique Solution Solution bas\u00e9e sur l'OCR pour le traitement de donn\u00e9es semi-structur\u00e9es \u00e0 partir de re\u00e7us Technologies et outils OpenCV, Python, C++, ABBYY Cloud OCR SDK Client Le client est un fournisseur de solutions personnalis\u00e9es dans le domaine de la banque et de la finance. L'activit\u00e9 du client ... <a title=\"Solution bas\u00e9e sur l&#039;OCR pour r\u00e9cup\u00e9rer les donn\u00e9es des re\u00e7us\" class=\"read-more\" href=\"https:\/\/esisoc.com\/fr\/resource\/solution-basee-sur-locr-pour-recuperer-les-donnees-des-recus\/\" aria-label=\"Read more about OCR-Based Solution to Retrieve Data from Receipts\">Lire plus<\/a><\/p>","protected":false},"featured_media":2888,"template":"","industry":[73],"expertise":[58,90],"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-Based Solution to Retrieve Data from Receipts - 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\/fr\/resource\/solution-basee-sur-locr-pour-recuperer-les-donnees-des-recus\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OCR-Based Solution to Retrieve Data from Receipts\" \/>\n<meta property=\"og:description\" content=\"Key Details Improved the efficiency of back-office workflows by 42%. Challenge Information extraction from receipts using machine learning Solution OCR-based solution for processing semi-structured data from receipts Technologies and tools OpenCV, Python, C++, ABBYY Cloud OCR SDK Client The Client is a provider of personalized solutions in the field of banking and finance. The Client&#8217;s ... 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