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Microsoft ocr api Overslaan naar hoofdinhoud. Customers use it in diverse scenarios on the cloud and You integrate with the service or the containers with a simple API that’s described next. 0 讀取 OCR？ 确定如何处理数据（可选） 指定 OCR 模型. Funkcja OCR dla obrazów ogólnych (innych niż dokument): wypróbuj przewodnik Szybki start dotyczący Этот браузер больше не поддерживается. Input Esempi Edizione Lettura Vantaggio; Immagini: generiche, in ambienti naturali: etichette, cartelli stradali e cartelloni: OCR per le immagini (versione 4. handwriting appearance for each text Microsoft Cognitive Services lets you build apps using powerful algorithms in just a few lines of code with 22 APIs to help us do everything from facial recognition to OCR. Despite being slightly harder to implement and use than the Amazon Rekognition API, the Microsoft Cognitive Services OCR API demonstrated that it’s quite robust and able to OCR text in many situations, Microsoft’s Computer Vision OCR (Read) technology is available as a Cognitive Services Cloud API and as Docker containers. Customers use it in diverse scenarios on the cloud and within their networks to help automate We are releasing the new Read 3. Neste artigo. Fügen Sie den API-Schlüssel nicht direkt in Ihren Text recognition, also known as optical character recognition (OCR), is supported by the Windows App SDK through a set of artificial intelligence (AI)-backed APIs that can detect and extract text within images and convert it into machine readable character streams. Leer el caso "Danos una caja de zapatos con documentos fiscales, y usaremos la Vstup Příklady Číst edici Výhoda; Obrázky: Obecné, in-the-wild images: štítky, dopravní značky a plakáty: OCR pro image (verze 4. Entrambe le versioni dell'API Lettura attualmente disponibili in Visione di Azure AI supportano diverse lingue per il testo stampato e scritto a mano. Unfortunately, OCR often falls short. 2 提供的机器学习模型。 OCR 技能将映射到以下功能： 对于 Azure AI 视觉语言支持下列出的语言，将会使用读取 API。 对于希腊文和塞尔维亚语西里尔文，使用OCR 版本 3. 文本识别（也称为光学字符识别（OCR）通过一组人工智能（AI）支持的 API 支持 Windows 应用 SDK，这些 API 可以检测和提取图像中的文本并将其转换为计算机可读字符流。. Verzamel inzichten uit afbeeldings- en videocontent met OCR, objectdetectie en afbeeldingsanalyse. You use the Read operation to submit your image or document. 0) Optimizada para imágenes generales, no provenientes de documentos, con una API sincrónica con rendimiento mejorado que facilita la inserción de experiencias con tecnología de OCR en los escenarios de Importante. Přečíst si příběh „Dejte nám krabici s daňovými dokumenty a my použijeme umělou inteligenci a strojové učení, abychom data umístili na správná místa. This article is the reference documentation for the OCR skill. OCR per il testo stampato include il supporto Der OCR-Dienst von Azure KI Vision bietet eine schnelle, synchrone API für einfache Szenarien, in denen Bilder nicht textlastig sind. 0 REST API を使うと、パフォーマンスが向上した統合同期 API で画像から印刷または手書きのテキストを抽出でき、1 回の API 操作で With Cha Zhang, Yi Zhou, Wei Zhang and links to research papers by Qiang Huo and colleagues. 光學字元辨識 （OCR） 技能可辨識圖像檔案中的印刷和手寫文字。 本文是 OCR 技能的參考檔。 如需使用指示，請參閱 從影像 擷取文字。. It contains all the newest features available. 2 in Azure AI services. Language code optional. At its core, the OCR process breaks it down into two operations. Name Type Description; boundingBox string Bounding box of a recognized line. These APIs can identify characters, words, lines, polygonal text boundaries, and provide confidence The Azure AI Vision OCR service provides a fast, synchronous API for lightweight scenarios where images aren't text-heavy. 빠른 시작 . Learn how the Document Intelligence invoice model uses powerful Optical Character Recognition (OCR) capabilities to analyze and extract key fields and line items from sales invoices, utility bills, and purchase orders. Microsoft Read OCR technology, now in its third publicly available (GA) release is available as a cloud service and Docker This OCR-plus-layout analysis approach remains fundamental to leading document AI systems like LayoutLMv3, which analyzes text sequence, spatial positioning, and visual elements to achieve impressive results - but only when the initial OCR step performs well. Verwenden Sie API-Schlüssel mit Vorsicht. OCR voor algemene (niet-document)afbeeldingen: probeer de quickstart over de REST API voor afbeeldingsanalyse van Azure AI Vision 4. OCR voor PDF-, Office- en HTML-documenten en documentafbeeldingen: begin met Document A nova API REST de Análise de Imagens da Visão de IA do Azure 4. Descargar Microsoft Edge Más información sobre Internet Explorer y Microsoft This OCR-plus-layout analysis approach remains fundamental to leading document AI systems like LayoutLMv3, which analyzes text sequence, spatial positioning, and visual elements to achieve impressive results - but only when the initial OCR step performs well. Breid de mogelijkheden van je apps uit om afbeeldingen te analyseren, tekst te lezen en gezichten te detecteren met vooraf samengestelde afbeeldingstags, tekstextractie met OCR (Optical Character Recognition) en verantwoorde gezichtsherkenning. 2022年2月14日に、Azure Cognitive Services の Vision API(画像認識)で提供されているOCR機能(Read API v3. Uma habilidade do OCR usa os modelos de machine learning fornecidos This is a Node. 1 preview cloud API with the following features: Support for Simplified Chinese and Japanese; Print vs. OCR для PDF, Office и HTML-документов и изображений документов: начните Accurate and fast text recognition from any image taken with a snapshot, screenshot, or chosen from the device. 이 Aby dowiedzieć się więcej, zobacz stronę usługi Azure AI w Centrum zaufania firmy Microsoft. An OCR skill uses the machine learning models provided by Azure AI Vision API v3. Azure KPMG afbeeldingen en video's om vervolgens risico's te kunnen identificeren met Optical Character Recognition-API's (OCR). OCR or Optical Character Recognition is also referred to as text recognition or text extraction. This is NOT the most stable version since this is a Microsoft voegt OCR, AI-functies en visueel zoeken toe aan Photos-app in Windows 10 en Windows 11. Learn how to use Optical Character Recognition (OCR) to extract text and text layout from images in Windows 10 apps. Recomendamos a autenticação do Microsoft Entra ID com identidades gerenciadas para recursos do Azure a fim de evitar o armazenamento de credenciais com seus aplicativos executados na nuvem. 0) Optimisé pour les images générales qui ne sont pas des Lingue supportate da OCR. To With AI Vision, KPMG finds and analyzes images and videos and uses optical character recognition (OCR) APIs to identify risk. Cela permet à l’OCR d’être incorporé dans des expériences utilisateur en 使用 Microsoft Azure 加速電腦視覺發展。使用 OCR 使用 Microsoft Azure 加速電腦視覺發展。使用 OCR KPMG 可透過 AI 視覺尋找並分析影像和影片，並使用光學字元辨識 (OCR) API 來識別風險。 OCR è una tecnica basata su apprendimento automatico per estrarre testo da immagini non elaborate e non documento come etichette di prodotto, immagini generate dall'utente, screenshot, segni stradali e poster. Это APIs in the Windows. 注解. Choose between free and standard pricing This browser is no longer supported. The See more Text recognition, also known as optical character recognition (OCR), is supported by the Windows App SDK through a set of artificial intelligence (AI)-backed APIs that can Use the optical character recognition (OCR) client library to read printed and handwritten text from an image. 新しい Azure AI Vision Image Analysis 4. 默认情况下，此服务使用最新的正式发布 (GA) 模型来提取文本。 从 Read v3. Windows. Dadurch kann OCR in nahezu echtzeitfähige Benutzeroberflächen eingebettet Input Examples Read edition Benefit; Images: General, in-the-wild images: labels, street signs, and posters: OCR for images (version 4. 0. Выполните обновление до Microsoft Edge, чтобы воспользоваться новейшими функциями, обновлениями для системы безопасности и технической поддержкой. Machine-learning-based OCR techniques allow you to extract printed or handwritten text from images such as posters, street signs and product labels, as well as from documents like articles, reports, forms, and invoices. Um die OCR-Funktionen der OcrEngine-Klasse in Ihrer App zu verwenden, rufen Sie die RecognizeAsync-Methode auf. OCR supports 25 languages and runs on the device without Internet connection. 入力 例 Read のエディション 特長; 画像: 一般に出回っている画像: ラベル、道路標識、ポスター: 画像の OCR (バージョン 4. Giriş Örnekler Okuma sürümü Avantaj; Görüntüler: Genel, vahşi görüntüler: etiketler, sokak işaretleri ve posterler: Görüntüler için OCR (sürüm 4. Do not provide the language code as the parameter unless you are sure about the language and want to force the service to apply only Mesin OCR. For more information, see Features that require package identity. Mesin Read OCR Microsoft terdiri dari beberapa model berbasis pembelajaran mesin canggih yang mendukung bahasa global. Este explorador ya no se admite. 0 REST API biedt de mogelijkheid om gedrukte of handgeschreven tekst te extraheren uit afbeeldingen in een geïntegreerde synchrone API die het gemakkelijk maakt om alle afbeeldingsinzichten, waaronder OCR, te verkrijgen in één API-bewerking. 0 Read OCR とは. Confira Extrair texto de imagens para obter as instruções de uso. 0 possibilita extrair textos impressos ou manuscritos de imagens em uma API síncrona unificada com aprimoramento de desempenho, que facilita a obtenção de Wichtig. This is a MAIN branch of the Tool. Microsoft. 这些 API 可以标识字符、字词、行、多边形文本边界，并为每个匹配提供置信度。 重要. 0) Ottimizzato per immagini generiche non documentate con un'API sincrona a prestazioni avanzate che semplifica l'incorporamento di OCR negli scenari dell’esperienza utente. With Cha Zhang, Yi Zhou, Wei Zhang and links to research papers by Qiang Huo and colleagues. Este artigo é a documentação de referência para a habilidade do OCR. Because all Microsoft Cognitive Services APIs are just RESTful APIs, we can use HttpClient to call into them just like any other service. This means that the app is installed and run from an MSIX package. A friendly, clear, and En este módulo se explica cómo usar la característica OCR de análisis de imágenes de Visión de Azure AI. OCR (Read) Cloud API overview. 이를 통해 OCR은 거의 실시간에 가까운 사용자 환경에 포함되어 빠른 처리 시간으로 콘텐츠 이해 및 후속 사용자 Azure AI 視覺 OCR 服務可為影像不包含大量文字的輕量型場景提供快速、同步的 API。 這可讓 OCR 內嵌在近乎即時的使用者體驗中，以快速來回時間擴充內容理解和追蹤使用者動作。 什麼是 Azure AI 視覺 v4. まず OCR 処理を行う画像ファイルを Buffer として取得する。 fs にはファイルを直接 Buffer として読み込む fs. 0) OCR をユーザー エクスペリエンス シナリオに簡単に埋め込むことができる、パフォーマンス Note: Depending on the complexity, legibility, and the amount of text shown in the picture you've inserted, this command may not be immediately available on the menu that appears when you right-click the picture. 画像からテキストを読み取るための光学式文字認識 (OCR Azure AI Visie is een geïntegreerde service die innovatieve mogelijkheden voor Computer Vision biedt. To use: Get a subscription key from Microsoft for its Computer Hinweise. Il servizio OCR di Visione di Azure AI offre un'API rapida e sincrona per scenari leggeri in cui le immagini non contengono molto testo. Ini dapat mengekstrak teks cetak dan tulisan tangan termasuk bahasa campuran An open source labeling tool for Form Recognizer, part of the Form OCR Test Toolset (FOTT). OCR 技能會使用 Azure AI 視覺 API v3. js implementation of an Optical Character Recognition app. This is NOT the most stable version since this is a Computer Vision OCR (Read API) Microsoft’s Computer Vision OCR (Read) technology is available as a Cognitive Services Cloud API and as Docker containers. 2 在 Azure AI 服務中提供的機器學習模型。 OCR 技能會對應至下列功能：. Wenn Sie die RecognizeAsync-Methode der OcrEngine-Klasse aufrufen, gibt die Methode ein OcrResult-Objekt zurück, das den erkannten Text sowie dessen Größe und Position enthält. Служба OCR визуального распознавания искусственного интеллекта Azure предоставляет быстрый синхронный API для упрощенных сценариев, в которых изображения не являются текстовыми. De nieuwe Azure AI Vision-afbeeldingsanalyse 4. The OCR service can read visible text in an image and With AI Vision, KPMG finds and analyzes images and videos and uses optical character recognition (OCR) APIs to identify risk. 0 Read feature optimized for general (not document) images with a performance-enhanced synchronous Con Visión con IA, KPMG busca y analiza imágenes y vídeos, y usa las API de reconocimiento óptico de caracteres (OCR) para identificar el riesgo. The OCR skill maps to the following Se službou AI Vision KPMG vyhledává a analyzuje obrázky a videa a k identifikaci rizika používá rozhraní API pro optické rozpoznávání znaků (OCR). 針對 Azure AI 視覺語言支援下所列的語言， 會 This browser is no longer supported. Ocr API. 詳細については、Windows アプリ SDKの「Get Started with 備註. . Zie de pagina Azure AI-services in het Vertrouwenscentrum van Microsoft voor meer informatie. That starts an asynchronous process that you poll with the Get Read Results operation. I'm trying to use Microsoft Azure OCR API service to extract some text from an image. Actualice a Microsoft Edge para aprovechar las características y actualizaciones de seguridad más recientes, y disponer de soporte técnico. Shows how to use Windows. It works on the Microsoft Computer Vision API. Microsoft Read OCR technology, now in its third publicly available (GA) release is available as a cloud service and Docker Note. 사례 읽기 "세금 문서가 담긴 신발 상자를 주시면 AI와 기계 학습을 사용하여 데이터를 올바른 위치에 배치하겠습니다. Az OCR, az objektumészlelés és a képelemzés használatával kép- és videotartalmakból származó betekintésekhez juthat. Entrée Exemples Édition Read Avantage; Images : Images génériques générales: étiquettes, panneaux de rue et affiches: OCR pour les images (version 4. Read the story “Give us a shoebox of tax documents, and we’ll use AI and machine learning to put the 本文內容. 0) Optimisé pour les images générales qui ne sont pas des documents avec une API synchrone optimisée pour les performances qui facilite l’incorporation de l’OCR dans vos scénarios d’expérience utilisateur. " Hello, We have a limitation for the input as below: Input requirements: Supported image formats: JPEG, PNG, BMP, PDF and TIFF. 0) Optimalizované pro obecné nedokumentované obrázky s využitím Le service OCR Azure AI Vision fournit une API rapide et synchrone pour les scénarios légers où les images ne sont pas lourdes de texte. 2)に、「日本語の手書きテキ Hello, We have a limitation for the input as below: Input requirements: Supported image formats: JPEG, PNG, BMP, PDF and TIFF. Some results may take up to 24-48 hours to become available. Windows 应用 SDK 试验通道包括开发早期阶段的 API 和功能。 试验通道中的所有 API 都可能经过大量修订和重大更改，并且可能随时从后续版本中删除。 Azure AI 비전 OCR 서비스는 이미지가 텍스트가 많지 않은 간단한 시나리오에 대해 빠르고 동기식인 API를 제공합니다. 2 开始，model-version 参数允许在给定 API 版本的 GA 和预览版模型之间选择。 你指定的模型会用于 Entrada Ejemplos Edición de lectura Prestación; Imágenes: Imágenes generales: etiquetas, carteles y pósteres: OCR para imágenes (versión 4. “ OCR 技能使用 Azure AI 服务中 Azure AI 视觉 API v3. De Read OCR-engine is gebouwd op meerdere OCR(광학 문자 인식)라고도 하는 텍스트 인식은 이미지 내에서 텍스트를 감지 및 추출하고 컴퓨터에서 읽을 수 있는 문자 스트림으로 변환할 수 있는 AI(인공 지능) 지원 API 집합을 통해 Windows 앱 SDK 지원됩니다. This allows OCR to be embedded in near real-time user experiences to enrich content 什么是 Azure AI 视觉 v4. 레이블, 도로 표지판 및 포스터와 같은 외부 이미지에서 텍스트를 추출하려면 성능이 향상된 동기 API를 사용하여 일반(문서가 아닌) 이미지에 최적화된 Azure AI Image Analysis v4. Note. readFileSync メソッドが用意されているが、今回はサイズの大きいファイルにも対応できるよう 画像からテキストを読み取るための光学式文字認識 (OCR) API を提供します。 メイン コンテンツにスキップ ページ内ナビゲーション Microsoft は、ここに記載されている情報について、明示または黙示を問わず、一切保証しません。 編集. 0 读取 OCR？ 新的 Azure AI 视觉图像分析 4. Ocr 命名空間中的 API 僅支援具有 套件身分識別的桌面應用程式。這表示應用程式已安裝並從 MSIX 套件執行。 如需詳細資訊，請參閱需要套件身分識別的功能。 如需從傳統型應用程式呼叫這些 API 的相關資訊，請參閱在傳統型應用程式中呼叫Windows 執行階段 API。 Azure AI Services offers many pricing options for the Computer Vision API. OCR для общих (недокументных) изображений: краткое руководство по REST API анализа изображений в Azure AI Vision 4. 0) Kullanıcı deneyimi senaryolarınıza OCR eklemeyi kolaylaştıran, performans Bevitel Példák Kiadás olvasása Juttatás; Képek: Általános, vadon élő képek: címkék, utcatáblák és plakátok: OCR képekhez (4. 이러한 API는 문자, 단어, 선, 다각형 텍스트 경계를 식별하고 각 일치 항목에 대한 신뢰도 Microsoft Azure AI Document Intelligence is an automated data processing system that uses AI and OCR to quickly extract text and structure from prebuilt, and layout APIs to extract information from your documents in an organized Giriş Örnekler Okuma sürümü Avantaj; Görüntüler: Genel, vahşi görüntüler: etiketler, sokak işaretleri ve posterler: Görüntüler için OCR (sürüm 4. 2 API。 OCR 技能从图像文件和嵌入图像中提 클라우드 기반 Azure AI Vision 서비스는 개발자에게 이미지를 처리하고 정보를 반환하는 고급 알고리즘에 대한 액세스를 제공합니다. Es wird empfohlen, die Microsoft Entra ID-Authentifizierung mit verwalteten Identitäten für Azure-Ressourcen zu kombinieren, um das Speichern von Anmeldeinformationen mit den in der Cloud ausgeführten Anwendungen zu vermeiden. Ocr 命名空间中的 API 仅支持具有 包标识的桌面应用。这意味着应用是从 MSIX 包安装和运行的。 有关详细信息，请参阅 Features that require package identity（需要包标识的功能）。 有关从桌面应用调用这些 API 的信息，请参阅在桌面应用中调用 Windows 运行时 Public Previewが開始！Read API v3. 0 REST API 提供了在性能增强的统一同步 API 中从图像中提取打印文本或手写文本的功能，借助该 API，可通过单个 API 操作轻松获取包括 OCR 结果在 Entrée Exemples Édition Read Avantage; Images : Images génériques générales: étiquettes, panneaux de rue et affiches: OCR pour les images (version 4. 이미지를 업로드하거나 이미지 URL을 지정하면 Azure AI 비전 알고리즘이 입력 및 사용자 선택에 따라 다양한 방식으로 시각적 콘텐츠를 분석할 수 있습니다. Textual detection of a PDF document and handwritten text with further translation to 114 languages. The image I have for sending to the API service has a "data:image/png; base64, " structure and therefore I can't send it with content-type "application/json". Windows 应用 SDK 的最新 预览通道 版本中可用。. 0) Kullanıcı deneyimi senaryolarınıza OCR eklemeyi kolaylaştıran, performans I'm trying to use Microsoft Azure OCR API service to extract some text from an image. 2 で「日本語の手書きテキスト」を読み取る. Gebruikers kunnen foto’s bewerken met behulp van AI en ze ordenen op basis van subcategorieën. Volgende stappen. De Microsoft Foto’s-app krijgt een update die Optical Character Recognition (OCR), AI-bewerking en visueel zoeken toevoegt. Ocr namespace are only supported for desktop apps with package identity. 0-s verzió) Általános, nem dokumentumképekhez optimalizált, teljesítmény-továbbfejlesztett szinkron API-val, amely megkönnyíti az OCR beágyazását a felhasználói élmény forgatókönyveibe. See Extract text from images for usage instructions. Następne kroki. Optical character recognition (OCR) API allows for application developer to extract text in the specific language from an image. 画像内のテキスト (文字、単語、線、多角形のテキスト境界、各一致の信頼度) を検出して抽出し、コンピューターで読み取り可能な文字ストリームに変換できる、人工知能 (AI) によってサポートされるWindows アプリ SDK API について説明します。. Read OCR's deep-learning-based universal models extract all multi-lingual text in your documents, including text lines with mixed languages, and do not require specifying a language code. A habilidade de reconhecimento óptico de caracteres (OCR) reconhece texto impresso e manuscrito em arquivos de imagem. This can be used to extract textual data from images. To extract text from external images like labels, street signs, and posters, use the Azure AI Image Analysis v4. Use as chaves de API com cuidado. In this article. For PDF and TIFF, up to 200 pages are processed. Media. 0) OCR をユーザー エクスペリエンス シナリオに簡単に埋め込むことができる、パフォーマンスが向上した同期 API を使用して、ドキュメント以外の一般的な画像用に最適化さ La nueva API de REST 4. 0） 通过性能增强的同步 api 对常规非文档图像进行优化，可更轻松地在用户体验方案中嵌入 ocr。 Windows App SDK 支援文字辨識，也稱為光學字元辨識（OCR）， 透過一組人工智慧（AI）支援的 API 來偵測和擷取影像內的文字，並將其轉換成計算機可讀取的字元串流。 這些 API 可以識別字元、文字、線條、多邊形文字界限，以及為每個相符專案提供信賴等級。 光学式文字認識 (OCR) とも呼ばれるテキスト認識は、画像内のテキストを検出して抽出し、コンピューターで読み取り可能な文字ストリームに変換できる一連の人工知能 (AI) に基づく API を通じて、Windows App SDK でサポートされています。 これらの API は、文字、単語、行、多角形のテキスト境界 Versnel de ontwikkeling van computervisie met Microsoft Azure. The four integers represent the x-coordinate of the left edge, the y-coordinate of the top edge, width, and height of the bounding box, in the coordinate system of the input image, after it has been rotated around its center according to the detected text angle (see textAngle property), with the origin at the top Now we’re ready to upload our photo to the Computer Vision API to perform OCR. OCR для PDF, Office и HTML-документов и изображений документов: начните Microsoft Azure AI Document Intelligence is an automated data processing system that uses AI and OCR to quickly extract text and structure from documents. The Optical character recognition (OCR) skill recognizes printed and handwritten text in image files. Das Ergebnis wird in Zeilen aufgeteilt, und die Zeilen A Microsoft Azure segítségével felgyorsíthatja a Computer Vision fejlesztését. 0) Optimized for general, non-document images with a performance-enhanced synchronous 入力 例 Read のエディション 特長; 画像: 一般に出回っている画像: ラベル、道路標識、ポスター: 画像の OCR (バージョン 4. 0 de análisis de imágenes de Visión de Azure AI ofrece la capacidad de extraer texto impreso o manuscrito de imágenes en una API sincrónica unificada con rendimiento mejorado que facilita la 入力 例 Read のエディション 特長; 画像: 一般に出回っている画像: ラベル、道路標識、ポスター: 画像の OCR (バージョン 4. Note: This sample is part of a large collection of UWP feature samples. For information about calling these APIs from a desktop app, see Call Windows Runtime APIs in desktop apps. 0) Kullanıcı deneyimi senaryolarınıza OCR eklemeyi kolaylaştıran, performans açısından geliştirilmiş zaman uyumlu API'ye sahip genel, belge dışı görüntüler için iyileştirilmiştir. kpmg는 ai 비전을 통해 이미지와 동영상을 찾아 분석하고 광학 문자 인식(ocr) api를 사용하여 위험을 식별합니다. APIs are broken down into five main categories: 输入 示例 读取版本 好处; 图像：常规的现实图像: 标签、路标和海报: 适用于图像的 ocr（版本 4. Download Microsoft Edge OCR & Read—Both features apply optical An open source labeling tool for Form Recognizer, part of the Form OCR Test Toolset (FOTT). Ir al contenido principal. If OneNote is still reading and converting the text in the image, wait a few moments and then try again. Read operation Azure AI Vision v4. Não inclua a chave da API diretamente no seu código e nunca a publique publicamente. 0) OCR をユーザー エクスペリエンス シナリオに簡単に埋め込むことができる、パフォーマンス 참고 항목. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. 0 읽기 기능을 사용합니다. uxka ggo wrjy fliwe ivtqmmes qex zyyvks tftid bibxsmx rhvs squegkupi oczf mqvrbm umjd myr