Form Recognizer is part of Azure Cognitive Services that allows you to digitalize analog documents. Chinese. 1 webapp in Visual Studio and installed the dependency of Microsoft. Search for a specific frame in a video and get a detailed frame analysis describing the image. You need the key and endpoint from the resource you create to connect. On the next screen, click on the Add button. Log in to the Azure portal and search for the cognitive services in the search bar and click on the result. Updated Computer Vision API now generally available to improve image tagging, content moderation, OCR language expansion, and more. Matt Eland. 2 GA Read. Here are the minimum set of code samples and commands to integrate Cognitive Search vector functionality and LangChain. Martijn Pieters ♦. An OCR skill uses the machine learning models provided by Azure AI Vision API v3. The "Azure AI services" wizard in Synapse Analytics generates PySpark code in a Synapse notebook that connects to a with Azure AI services using data in a Spark table. I am trying to use the Computer vision OCR of Azure cognitive service. Furthermore, extracting text from embedded images is feasible via OCR cognitive skill. Choose between free and standard pricing categories to get started. 2) The Computer Vision API provides state-of-the-art algorithms to process images and return information. It pulls data from almost any data source and applies a set of composable cognitive skills which extract knowledge. I am calling the Azure cognitive API for OCR text-recognization and I am passing 10-images at the same time simultaneously (as the code below only accepts one image at a time-- that is 10-independent requests in parallel) which is not efficient to me, regardin processing point of view, as I need to use extra modules i. 1 Answer. Form recognizer is an advanced version of OCR. The Read API works with images that meet the following requirements: The image must be presented in JPEG, PNG, BMP, PDF, or TIFF format. Azure Cognitive Services. The Read feature delivers highest. Labelled documents can also be appropriately routed to alternative API’s/models for handwriting OCR tools if required. Step 3: Once you acknowledge the terms, go ahead and either select a pre-existing resource or create a new cognitive service resource. 3) We need to poll this URI to get. Azure ComputerVision OCR and PDF format. Choose an Azure partner with verified capability. ) This is the reason you are seeing inconsistent results. 1. Microsoft Azure OCR API. Azure cognitive services are a set of APIs that can be infused in your apps. For extracting text from PDF, Office, and HTML documents and document images, use the Document Intelligence Read OCR model optimized for text-heavy digital and scanned documents with an asynchronous API that makes it easy to power your intelligent document processing scenarios. Cognitive Services - OCR . Get free cloud services and a $200 credit to explore Azure for 30 days. Table identification for images and PDF files, including bounding boxes at the table cell level; Handling of complex table structures such as merged cells; Handling of implicit rows - see example; Table content extraction by providing support for OCR. You need to enable JavaScript to run this app. Added to estimate. With Azure, you can trust that you are on a secure and well-managed foundation to utilize the latest. Quickstart: Optical character recognition (OCR) Quickstart: Image Analysis Quickstart: Spatial Analysis container Image requirements Azure AI Vision can analyze. ￥3 per audio hour. Is there a more simple "get me the text" functionality in Azure (either in Cognitive Services or otherwise) I can use for this?azure; ocr; azure-cognitive-services; or ask your own question. It's possible with Azure Cognitive Search. Editions. Navigate to the Cognitive Services dashboard by selecting "Cognitive Services" from the left-hand menu. Computer Vision API (2023-02-01-preview) The Computer Vision API provides state-of-the-art algorithms to process images and return information. I have implemented Azure Cognitive Read service to return extracted/OCR text from a PDF. Mismatch: You've provided an API key or endpoint for a different kind of Azure AI services resource. View the pricing specifications for Azure AI Services, including the individual API offers in the vision, language, and search categories. If you are interetsed in running a specific example, you can navigate to the corresponding subfolder and check out the individual Readme. ￥4. Video Indexer. application/json { "error": { "code. Step 2: Once. pip install azure-search-documents==11. It's even more complicated when applied to scanned documents containing handwritten annotations. It also has other features like estimating dominant and accent colors, categorizing. Azure AI Vision is a unified service that offers innovative computer vision capabilities. @YutongTie-MSFT 👍 7 ggb88, jfuerlinger, OlivierDeschuyteneer, raymak23, yylai, mdrewanz, and barisengez reacted with thumbs up emojiThe Text Analytics API is a suite of text analytics web services built with best-in-class Microsoft machine learning algorithms. Add cognitive capabilities to apps with APIs and AI services. Computer Vision API (v3. These services rely on either a DockerFile or an existing container image. License. 2. Azure Cognitive Services OCR is an AI-powered OCR tool that enables organizations to extract text and data from a range of image formats, including scanned documents, PDFs, and photographs. Try Azure for free. 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. Since the PDF has Personally Identifiable information in it hence I won't be able to share it. scan skill to the indexer and map it to search. Next, configure AI enrichment to invoke OCR, image analysis, and natural language processing. On the Assistant setup tile, select Add your data (preview) > + Add a data source. The newer endpoint ( /recognizeText) has better recognition capabilities, but currently only supports English. com with any additional questions or comments. The "Operation-Location" field contains the URL that you must use for your Get Read Operation Result operation to access OCR results. In the preceding example, you see the current cost for the service. Personalizer, along with Anomaly Detector and Content Moderator, is part of the new Decision category of Cognitive Services that provide recommendations to enable informed and efficient decision-making for users. These features include but are not limited to text and image recognition, natural language processing, sentiment analysis, and speech recognition. Azure AI Language is a cloud-based service that provides Natural Language Processing (NLP) features for understanding and analyzing text. Our Revenue team engaged our Intelligent Transformation Finance (ITF) team to design a solution. Azure Cognitive Services OCR giving differing results - how to remedy? 11. Azure AI Vision is a unified service that offers innovative computer vision capabilities. Simplified Chinese language support is now available in Read 3. . The Optical character recognition (OCR) skill recognizes printed and handwritten text in image files. By Omar Khan General Manager, Azure Product Marketing. pip install img2table[azure]: For usage with Azure Cognitive Services OCR. 0. Cloud Vision API, Amazon Rekognition, and Azure Cognitive Services results for each image were compared with the ground. Document Intelligence. -. com To deal with this type of scenario, Microsoft helps us to provide Azure Cognitive Service OCR. PnP Modern Search solution is a set of SharePoint Online modern web parts. Recognize characters from images (OCR) Analyze image content and generate thumbnail. 2) The Computer Vision API provides state-of-the-art algorithms to process images and return information. When a system-assigned managed identity is enabled, Azure creates an identity for your search service that can be used by the indexer. It also has other features like estimating dominant and accent colors, categorizing. Follow. Create an Azure. 2 new languages are generally availableWith Cha Zhang, Yi Zhou, Wei Zhang and links to research papers by Qiang Huo and colleagues. Azure AI Search, an AI-powered information retrieval platform, helps developers build rich search experiences and generative AI apps that combine large language models with enterprise data. ; You will need the key and endpoint from the resource you create to connect your application to the Computer Vision. Give your apps the ability to analyze images, read text, and detect faces with prebuilt image tagging, text extraction with optical character recognition (OCR), and responsible facial recognition. Azure Stack Build and run innovative hybrid apps across cloud boundaries. 3. An Azure subscription - Create one for free ; Python ; Once you have your Azure subscription, create a Computer Vision resource in the Azure portal to get your key and endpoint. There are various OCR tools available, such as Azure Cognitive Services- Computer Vision Read API, Azure Form Recognizer if your PDF contains form format data. Mar 11, 2023, 12:56 PM. We describe using object detection and OCR with Azure ML Package for Computer Vision and Cognitive Services API. Show 3 more. It also has other features like estimating dominant and accent colors, categorizing. See the OCR column of supported languages for a list of supported languages. In order to. Added to estimate. OCR traditionally started as a machine-learning-based technique for. Free services have limitations, but you can complete all of the quickstarts and most tutorials. Detect images using few-shot learning in Azure Vision Studio. g. We describe using object detection and OCR with Azure ML Package for Computer Vision and Cognitive Services API. For example, it can be used to extract text using Read OCR, caption an image using descriptive natural language, detect objects, people, and more. 2 in Azure AI services. Use this service to help build intelligent applications using the web-based Language Studio, REST APIs, and. An alternative Azure OCR API which CAN read Hindi (and many other Indian lanaguages such as Assamese, Devanagari, Gujarati, Gurmukhi, Kannada, Malayalam, Marathi, Nepali, Panjabi, Sanskrit, Sindhi, Sinhala, Tamil, Telugu) is IronOCR which includes one-click support for 125 supported languages. Once you have the text, you can use the OpenAI API to generate embeddings for each sentence or paragraph in the document, something like the code sample you shared. The problem is that when we give scanned images to the tool to process, it some time doesn't even recognize the text written on it (even if it is clearly written). Computer Vision API (v3. cs","path":"documentation-samples. 1. Turn documents into usable data and shift your focus to acting on information rather than compiling it. 2 GA Read API and Quickstart: Azure AI Vision v3. Once the model is trained, you can use the API to tag images using the model and evaluate the results to improve your classifier. NET Runtime installed. The Azure AI Vision Read OCR container image can be found on the mcr. Give your apps the ability to analyze images, read text, and detect faces with prebuilt image. x, Async Read API supports both Images and Document (text-heavy) OCR. Text recognition on Azure Cognitive Services. In this article. Processing multiple pages at once does not improve the cost, as each processed page is count as a "feature" which is the. Typically, different Cognitive Service resources have a default rate limit. Unfortunately, currently deployed OCR engine was not designed for license plates, which typically consist of short, non-dictionary words with lots of numbers. The newer endpoint ( /recognizeText) has better recognition capabilities, but currently only supports English. 1. It also has other features like estimating dominant and accent colors, categorizing. The OCR tools will be compared with respect to the mean accuracy and the mean similarity computed on all the examples of the test set. If you want to process handwritten text for example, you should use the 2nd one. Hello Ravi Naarla. Form Recognizer is an Azure Cognitive Services that allow us to parse text on forms in a structured format. For example: phone. 2) The Computer Vision API provides state-of-the-art algorithms to process images and return information. ocr; azure-cognitive-services; or ask your own question. After rotating the input image clockwise by this angle, the recognized text lines become horizontal or vertical. The API can be used to analyze unstructured text for tasks such as sentiment analysis, key phrase and entity extraction as well as language detection. com/azure-cognitive-services/vision/read. Chat with Sales. The cloud-based Azure AI Vision API provides developers with access to advanced algorithms for processing images and returning information. Computer Vision algorithms analyze the content of an image in different ways, depending on the visual features you're interested in. Microsoft Azure Cognitive Services does not offer a platform to try the online OCR solution. Users use this token to call the OCR service from client-side. 機械学習ベースの OCR 手法を使用すると、ポスター、道路標識、製品ラベルなどの画像や、記事、レポート、フォーム、請求書などのドキュメントから、印刷されたテキスト. Today, many companies manually extract data from scanned documents. Get free cloud services and a USD200 credit to explore Azure for 30 days. Following section represents the scaling strategies for cognitive services. NET MAUIAzure OpenAI on your data. Using computer vision, which is a part of Azure cognitive services, we can do image processing to label content with objects, moderate content, identify objects. On a free search service, the cost of 20 transactions per indexer per day is absorbed so that you can complete quickstarts, tutorials, and small. If you would like to see OCR added to the Azure. For anti-clockwise, use negative numbers. The Cognitive services API will not be able to locate an image via the URL of a file on your local machine. 4. For this quickstart, we're using the Free Azure AI services resource. -1. To compare the OCR accuracy, 500 images were selected from each dataset. Part of Microsoft Azure Collective. Previously I used the JavaScript Tesseract library…In our previous article, we learned how to Analyze an Image Using Computer Vision API With ASP. Quick reference here. Customers use this value to calibrate custom thresholds for their content and scenarios to route the content for straight-through processing or forwarding to the human-in-the-loop process. ; You will need the key and endpoint from the resource you create to connect your application to the Computer Vision. 2) This API accepts the request and returns a URI. The API set for this API account. How does the OCR service process the data? The following diagram illustrates how your data is processed. The dimensions of the image must be between 50 x 50 and 10000 x 10000 pixels. Give your apps the ability to analyze images, read text, and detect faces with prebuilt image tagging, text extraction with optical character recognition (OCR), and responsible facial recognition. vision import computervision from azure. Microsoft Azure Collective See more. OCR for images (version 4. Note that you can use other Cognitive Services too. OCR is used to extract typeface and handwritten text documents. These built-in AI capabilities, extensible from several Azure Cognitive Services , help extract insights ranging from sentiment analysis, video. Now that we know the Resource ID, we can use the Azure CLI to create the service principal. Examples include Forms Recognizer,. Excellent Alternative to Azure OCR from Microsoft Cognitive Services; Image Filters to improve OCR performance. This tutorial shows how to obtain a Cognitive Services API Key and use a console app to return words shown on a image using the Computer Vision OCR API. An Azure subscription - Create one for free The Visual Studio IDE or current version of . target. 0 (public preview) Image Analysis 4. Azure OpenAI on your data enables you to run supported chat models such as GPT-35-Turbo and GPT-4 on your data without needing to train or fine-tune models. Incorporate vision features into your projects with no. Text size vs image size 1. Azure Cognitive Services can do a full OCR scan of documents, with the resulting metadata stored in. If your documents include PDFs (scanned or digitized. In 2020, Markets and Markets’ estimated the AI software market to reach $58 billion with a CAGR of 39%. 0 OCR:Supported image formats: JPEG, PNG, GIF, BMP. 0 (in preview). Skills can be utilitarian (like splitting text), transformational (based on AI from Azure AI services), or custom skills that you provide. This article is the reference documentation for the OCR skill. According to documentation, that should be the OCR Read API, am I correct? I am puzzled as to why my calls are getting charged as S3 instead of S2. Computer Vision is an AI service that analyzes content in images. Instead you can call the same endpoint with the binary data of your image in the body of the request. Request a pricing quote. The new API includes image captioning, image tagging, object detection, smart crops, people detection, and Read OCR functionality, all available through one Analyze Image operation. Azure AI services is a comprehensive suite of out-of-the-box and customizable AI tools, APIs, and models that help modernize your business processes faster. In this article. Azure Custom Vision Use Custom Vision if you want to identify something specific like your cat, your friends car, the mailman, and so forth. 3. My guess is that OCR from Cognitive Services treats whole page as a single image while OCR from Search Service extracts images embedded in pdf format,. Azure AI Vision is a unified service that offers innovative computer vision capabilities. Azure AI services are cloud-based artificial intelligence (AI) services that help developers build cognitive intelligence into applications without having direct AI or data science skills or knowledge. Syntax: ComputerVisionAPI. Extract robust insights from image and video content with Azure Cognitive Service for Vision. The Syncfusion OCR library does not work on mobile platforms with the Tesseract engine, so starting from version 20. Start with prebuilt models or create custom models tailored. This will contain the URL for the Azure. Hot Network QuestionsIn this article. The OCR engine recognizes printed and handwritten text in multiple languages and scripts, enabling businesses to process documents. ", "This is a text 2. It also has other features like estimating dominant and accent colors, categorizing. Azure AI services is a set of APIs, SDKs and container images that enables developers to integrate ready-made AI directly into their applications. {"payload":{"allShortcutsEnabled":false,"fileTree":{"documentation-samples/quickstarts/ComputerVision":{"items":[{"name":"Program. 10M+ text records $0. 2 API for Optical Character Recognition (OCR), part of Cognitive Services, announces its public preview with support for Simplified Chinese, Traditional Chinese, Japanese, and Korean, and several Latin languages, with option to use the cloud service or deploy the Docker container on premise. This tutorial stays under the free allocation of 20 transactions per indexer per day on Azure AI services, so the only services you need to create are search and. Create the Azure Computer Vision Cognitive Service resource. v7. OCR is one important service in Azure Computer Vision. Episerver. Each request to the service URL must. It provides 4 major services namely OCR, Face, Image Analysis and Spatial Analysis. Browse code. Azure Cognitive Service for Vision is one of the broadest categories in Cognitive Services. Open the Cognitive Services Face resource page in the Azure portal. Provide the appropriate apikey, billing, and EndpointUri values in the file. Get free cloud services and a USD200 credit to explore Azure for 30 days. The end-users use this in diverse scenarios on the platform of cloud and inside their networks for helping to automate picture and document file processing where extracted is possible for 73. Extracting general concepts, rather than specific phrases, from documents and contracts is challenging. Cognitive Services - New Computer Vision API. Steps to build an OCR scanner application in . 3. Build responsible AI solutions to deploy at market speed. Azure Functions runs on demand and at scale in the cloud. Azure AI Search, an AI-powered information retrieval platform, helps developers build rich search experiences and generative AI apps that combine large language models with enterprise data. v7. App Service is a platform as a service (PaaS) offering on Azure. microsoft. az cognitiveservices account show --name <Your ServiceName> -g <your resource group> --query id. Create resources for Azure AI Vision and Face in the Azure portal to get your key and endpoint. microsoft. Go to portal. fine, but I need way to add barcode. Characteristics and limitations for optical character recognition (OCR) of images and documents with printed and handwritten text using the Azure AI Vision API. The first option is to authenticate a request with a resource key for a specific service, like Translator. Custom Vision Service. Refer to the image shown below. 1 - Create services. Customize and embed state-of-the-art computer vision image analysis for specific domains with AI Custom Vision, part of Azure AI Services. def azure_ocr_submit(img. Optical Character Recognition (OCR) detects text in an image and extracts the recognized characters into a machine-usable character stream. Just read the image as an ArrayBuffer and use that to construct a new Blob for the body of the post. 6. Identify key terms and phrases, analyze sentiment, summarize text, and build conversational interfaces. The Computer Vision Read API is Azure's latest OCR technology that handles large images and multi-page documents as inputs and extracts printed text in Dutch, English, French, German, Italian, Portuguese, and Spanish. The Computer Vision API allows us to extract rich information from images. 日本語のOCRが現状どのような精度なのか知りたい方。 Azure-OCRの精度向上の質・スピード感を知りたい方。 （余談） ところで、個人的には、3つ目のAzure-OCRの精度向上の質・スピード感を知りたいという視点は重要だと思って OCR または光学式文字認識は、テキスト認識またはテキスト抽出とも呼ばれます。. Click "AI + Machine Learning" then click on the "Computer Vision". Since Legacy OCR API is not going to be supported anymore, we are planning to upgrade to either version 3. 0 preview) Optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios. The call itself succeeds and returns a 200 status. But when it’s supported by Artificial Intelligence, it provides more advanced functionality. 50 per 1,000 images to be analyzed, you would pay $15. The Azure Cognitive Search blob indexer can extract text PDF and other document formats, listed in this document. Description: Optical Character Recognition (OCR) detects text in an image and extracts the recognized characters into a machine-usable JSON stream. ['Azure Cognitive Services Form Recognizer', 'Azure Cognitive Services Speech2Text', 'Azure Cognitive Services. OCR or Optical Character Recognition is also referred to as text recognition or text extraction. Create Alias in Azure Cognitive Search using C#. Understand pricing for your cloud solution. When I use that same image through the demo UI screen provided by Microsoft it works and reads the. Implement search functionality for any mobile or search application within your organization or as part of software as a service (SaaS) apps. Added to estimate. See the steps they are t. 7. Components. Azure OpenAI needs both a storage resource and a search resource to access and index your data. OcrInput. Input requirements for computer vision 2. Then, using pretrained machine learning models, the service does the work for you to add AI to your data. 2. Log in to the Azure portal and search for the cognitive services in the search bar and click on the result. The older endpoint ( /ocr) has broader language coverage. Data files (images, audio, video) should not be checked into the repo. 0. You can use the new Read API to extract printed. C# Samples for Cognitive Services. Form Recognizer analyzes your forms and documents, extracts text and data, maps field relationships as key-value pairs. a bundle of APIs: Face + Speech, Vision + Emotion, etc. 6, 2021. ) Open the Azure Portal and select Cloud. The keys are available in the Azure portal for each resource that you've created. For example, it can be used to determine if an image contains mature content, or it can be used to find all the faces in an image. After it deploys, select Go to resource. New Support Request. Binarize() - This image filter turns every pixel black or white with no middle ground. For more information about running Docker containers without Kubernetes orchestration, see install and run. Add cognitive capabilities to apps with APIs and AI services. This video will help in understanding, How to extract text from an image using Azure Cognitive Services — Computer Vision APIJupyter Notebook: Document Processing (IDP) is a software solution that captures, transforms, and processes data from documents (e. NET to include in the search document the full OCR. Form Recognizer analyzes your forms and documents, extracts text and data, maps field relationships as. 2. In this tutorial, you'll learn how to use Azure AI Vision to analyze images on Azure Synapse Analytics. View on calculator. abhishek. Create intelligent tools and applications using large language models and deliver innovative solutions that automate document. enhanced. Welcome to the new learning series focused on Azure Cognitive Services and Python! In the “Digitize and translate your notes with Azure Cognitive Services and Python” series, you will explore the built-in capabilities of Azure Computer Vision for optical character recognition and the Azure Translator service and build a simple AI web app. 1. Help users read and comprehend text. Feedback & feature requests: Cognitive Services UserVoice Forum; This project has adopted the Microsoft Open Source Code of Conduct. Azure Cognitive Services Deploy high-quality AI models as APIs. Microsoft Azure Cognitive Services does not offer a platform to try the online OCR solution. You need to enable JavaScript to run this app. The first time I have tried with this code: string subscriptionKey = Environment. The procedure is explained in the below link document. For example, it can be used to determine if an image contains mature content, or it can be used to find all the faces in an image. Project Structure Creating Our Configuration File Implementing the Microsoft Cognitive Services OCR Script Microsoft Cognitive Services OCR Results Summary. ComputerVision by selecting the check mark of include prerelease as shown in the below image: After creating computer vision resource. C# ironOCR to recognize single number. Azure Cognitive Services の 画像認識 API である、Computer Vision API v3. When you use Azure Search, you get direct support for each aspect of the process: Ingest: pull data from Azure Blob Storage, SQL DB, CosmosDB, MySQL, and Table Storage. 0. 2 GA Read. Custom Neural Training ￥529. This skill extracts text and images. One is Read. Azure Cognitive Services Read Text From Images. 7K: Gulla. As the doc indicated, you should create a new service principal in your Azure AD, and go to Azure Portal=>your Azure cognitive service => Access control to add a cognitive service user role to the new created SP:Try it out in Azure Vision Studio. textAngle The angle, in radians, of the detected text with respect to the closest horizontal or vertical direction. boolean. Find your API key and service region in the Azure portal, in the Keys and Endpoint section for your Azure AI services. It’s also available as a Docker container. You can create. Example, if you want to use the Search-Web cmdlet that utlizes Bing Search capabilities, you need to subscribe to Cognitive Service account of type: Bing. Service. Step 2: Add cognitive skills. For example, it can be used to determine if an image contains mature content, or it can be used to find all the faces in an image. AI Document Intelligence is an AI service that applies advanced machine learning to extract text, key-value pairs, tables, and structures from documents automatically and accurately. GetEnvironmentVariable ("my key0001"); string endpoint. Azure AI Services offers many pricing options for the Computer Vision API. The only GET specific properties are "name," "type" and "id. Incorporate vision features into your projects with no. Bootstrap Blazor OCR/AiForm/Translate components. Azure AI Vision Image Analysis 4. Azure empowers developers to make reinforcement learning real for businesses with the launch of Personalizer. Finally, we'll explore how to test the deployed services. computervision. Azure AI services is a comprehensive suite of out-of-the-box and customizable AI tools, APIs, and models that help modernize your business processes faster. Applications for Form Recognizer service can extend beyond just assisting with data entry. This allows you to process visual data. So an Azure account is required. 0. 2. For example, it can be used to determine if an image contains mature content, or it can be used to find all the faces in an image. Get $200 credit to use in 30 days. Conclusion. 2 or version 4 (once it becomes available). 2) The Computer Vision API provides state-of-the-art algorithms to process images and return information. No training data is needed to use this API; just bring your text data. 8K:Find your API key and service region in the Azure portal, in the Keys and Endpoint section for your Azure AI services resource. API key: the key you get after successfully deploying Cognitive Services in Azure Portal, KEY 2 is recommended. The OCR tools will be compared with respect to the mean accuracy and the mean similarity computed on all the examples of the test set. Depending on what application you've integrated OCR Azure into, the process may be slightly different. Build responsible AI solutions to deploy at market speed. Image extraction is metered by Azure Cognitive Search. It resides within the azure-cognitive-services repository and is named read. Request a pricing quote. Apply Async OCR with Python and Azure Cognitive Services 16 mins. The sample data consists of 14 files, so the free allotment of 20 transaction on Azure AI services is sufficient for this quickstart. 2) The Computer Vision API provides state-of-the-art algorithms to process images and return information. Computer Vision OCR (Read API) Microsoft’s Computer Vision OCR (Read) technology is available as a Cognitive Services Cloud API and as Docker containers.