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The company also considers peculiarities of such businesses as travel and hospitality and wedding planning by providing models that “see” related concepts. Its fashion identification system is one of the most in-depth out there, being able to identify thousands of fashion items and accessories using the Fashion computer model. With the basics in mind, let’s explore off-the-shelf APIs and solutions you can use to integrate visual data analysis into your new or existing product. Sign Up today for Free! These are just a few of the nearly-infinite applications of image processing APIs, which fall under the umbrella term computer vision. Pricing. Information extraction from documents. Free Core ML exports are also included in the plan. Automatically identify more than 10,000 objects and concepts in your images. Image Recognition is the new API technology getting famous in all the industries. Google image recognition API will identify images from pre-trained models on large datasets of images and then it classifies the images into thousands of categories to detect the objects, places, people and faces in the images and then prints the results with the confidence value. For example, prices for usage of image classification depend on the amount of training required ($20 per hour), the amount of human labeling requested, the number of images, and the prediction type (online or batch). real-estate. It does offer a free tier, which makes it noteworthy. Amazon Rekognition allows for embedding image and video analysis for applications. Source: Amazon Rekognition documentation. More specifically, the API conforms to the RESTfulconstrains and permits you to perform visual recognition against one of your collections of … What is the false-positive rate? Rekognition users can analyze up to 1,000 minutes of video; 5,000 images; and store up to 1,000 faces each month, for the first year. Empowering intelligent apps with our customizable machine learning technology. Explore where custom image recognition API helps across industries. Although largely useful for video processing, it’s worth having in your API toolkit. Certain tasks, like detecting similar images or landmark identification, are even next to impossible without advanced AI tools. APIs only become useful when developers know how to use them. Clarifai. Text model – extracts text from natural scene images. It’s nearly a one-stop-shop for any kind of Computer Vision processing you might need. Recognize celebrities. It uses the latest models and works with text on … Detect and unskew a photo of a document (e.g. An image recognition API is an application programming interface for performing image recognition. Amazon Rekognition identifies explicit nudity, suggestive (underwear or swimwear), violence (i.e., physical weapon), and disturbing scenes (corpses, hanging). Microsoft Azure Cloud offers a number of tools as part of their Cognitive Services. Popular landmarks. You can identify face landmarks (i.e., eyes, nose, mouth) and get confidence ratings for face and image properties (i.e., joy, surprise, sorrow, anger). Users can build, train, and test custom models within or outside of the Watson Studio. The demo of a custom model by vehicle glass repair company Belron. Detect and locate faces in any image, video, or live video stream. Image properties definition can assess the dominant hue of an image, and whether or not it’s black-and-white. Clarifai | Search for similar images. Face Recognition. The Recognition API features let you to do the following tasks: Recognize entities, objects, activities. Predictions with custom models are $3.20 per 1,000 operations. The Capture Movement feature is one of the first standout features of Recogniktion. Google’s CloudVision API is about as close to a plug-and-play image recognition API as you can get. Try the demo here. Community: includes 5,000 free operations, 10 free custom concepts, 10,000 free input images, among other features. It’s technology’s job to make our jobs more efficient, not create an endless array of new tasks to fill our days with endless busywork. Try the Imagga auto-tagging demo here. Image analytics. High Text recognition. taken on a cell phone) into a perfectly square image. Image properties definition. Image Recognition uses deep learning technologies to accurately identify objects, scenes, and concepts in images using a pool of visual content tags. You can use the new Read API to extract printed and handwritten text from images and documents. Specialists from the healthcare sector aren’t left out of image recognition tools. Describe the image content with a complete sentence and categorize content (Computer Vision API). Can't make it to the event? It can be used to tag videos and detect copyrighted images. You can use it to generate documentation straight from graphics and hand-written notes. We will use Tensorflow for creating the image classification model. Adult content detection. He writes and researches tech-related topics extensively for a wide variety of publications, including Forbes Finds. The CloudVision API’s most exciting feature is its OCR recognition. Pricing. The APIs are RESTful. Image Recognition API The Image Recognition API allows you to integrate our cloud image recognition into your applications and services. medtech. The first 1 million images processed cost $1.00, next 9 million images – $0.80, next 90 million – $0.60. Optical character recognition (OCR). IBM Watson™ Visual Recognition is discontinued. Picture source: Wallcoo.net. Signup to the Nordic APIs newsletter for quality content. You can also compare a face in an image with faces detected in another image. Image recognition APIs: features and pricing, Google: Cloud Vision and AutoML APIs for solving various computer vision tasks, Amazon Rekognition: integrating image and video analysis without ML expertise, IBM Watson Visual Recognition: using off-the-shelf models for multiple use cases or developing custom ones, Microsoft: processing of images, videos, and digital documents, Clarifai: custom-built and pre-built models tailored for different business needs, Zebra Medical Vision: medical image analysis tools for radiologists, What is API: Definition, Types, Specifications, Documentation, Comparing Machine Learning as a Service: Amazon, Microsoft Azure, Google Cloud AI, IBM Watson, How Retailers Use Artificial Intelligence to Innovate Customer Experience and Enhance Operations, identity clothing, accessories, and other items typical for the. Recognize digital handwriting, common polygon shapes and layout coordinates of inked documents (the Ink Recognizer service). Tutorial for Image Classification with Tensorflow Machine learning specialist Jason Brownlee points out that computer vision typically involves developing methods that attempt to reproduce the capability of human vision. Filestack Processing has a few other distinctive features that are worth noting. With the Vision API, you can detect and extract information about entities in an image, across a broad group of categories. You can detect a person in a photo or video, detect facial landmarks, expressed emotion, get a percent confidence score for the detected face and its attributes, and save facial metadata. Detecting adult content with Computer Vision API and making up to 1M transactions – $1.50 per 1,000 transactions; 100 million or more transactions cost $0.65 per 1,000 transactions. Source: IBM. Computer vision is a broader set of practices that solve such issues as: This slide from the lecture on detection and segmentation helps us understand the difference between computer vision tasks: Different computer vision problems. While learning by example comes naturally for us humans, it’s not that easy for machines and software applications. As I’m working on image recognition technology the article is really helpful where I can differentiate each company’s product. Clarifai has a number of noteworthy features. Clarifai … There are three solutions focused on identifying specific conditions and one for flagging and prioritizing cases. Clarifai can also determine the dominant color of an image. Vendors offer usage-based pricing and keep most of the pricing information open, so you can estimate how much each solution would cost you based on the projected workload. Detects brands within an image, including the approximate location (Computer Vision API). With the emergence of powerful computers such as the NVIDIA GPUs and state-of-the-art Deep Learning algorithms for image recognition such as AlexNet in 2012 by Alex Krizhevsky et al, ResNet in 2015 by Kaeming He et al, SqueezeNet in 2016 by Forrest Landola et al, DenseNet in 2016 by Gao Huang et al, to mention a few, it is possible to put together a number of pictures (more like image … Video introduction Check it out — it’s easy. Kairos Face Recognition API is very popular for offering a wide range of … Identify landmarks if they are detected in the image (Computer Vision API). GrubHub developers express a need for image recognition APIs for everything from detecting explicit content to finding similar images. You can identify famous people in video and images. Analyzing subsequent archived video costs $0.10 per min (billed per-second); live stream video analysis is $0.12 per min. Lecture 11: Detection and Segmentation. The provider also offers Core ML exports as a special promotional offer. surveillance. Filestack Processing API is 96% percent sure this is a cactus, and we have to agree. A false-positive is when a logo is incorrectly detected in an image, … IoT. It also allows for reporting and analytics. The good news is the menu has a photo of each dish. Would you like your tool added to this list? Microsoft Azure Image Processing API correctly identifies “headphones” with a 93% degree of confidence. Ximilar Basics in 2 minutes. Labels can represent general objects, products, locations, animal species, activities, etc. Each of the pre-built models identifies given image properties and contained concepts. An image recognition API (short for “application programming interface”) is a set of procedures that defines how two different machines communicate: a client that wants to perform image recognition, and a server that executes the task of image recognition for the client. Amazon has a free tier for its recognition services. Detect 27 landmarks for each face (Face API). Real estate. This alone makes it worthy of investigation. J. Simpson lives at the crossroads of logic and creativity. Optical Character Recognition (OCR): This is a classic example of Computer Vision which primarily deals with extraction of text from an image.   |  Supported by, Microsoft Azure Cloud’s Computer Vision API, Microsoft Azure Cloud’s image recognition API, For an extensive library of pre-configured recognition models, and quality handwriting recognition, consider, For image recognition with celebrity recognition or movement capture, consider, For powerful machine learning from IBM Watson, and a dedicated Food Model, consider, For similar features plus dominant hue and human-readable content description and categorization, consider, For image recognition that includes fashion and food identification, consider, For a more affordable API that focuses on a large quantity of media and digital asset management, and NSFW filters, consider, For OCR & NSFW filtering, plus additional file management features like social upload and image transformation, consider. The API uses a set of pre-trained models that analyse images and return useful information. Vendors usually offer multiple support plans for purchase. Specific. Entities (labels). It also allows you to search and compare faces. Lite: Users can analyze 1,000 images per month with custom and pre-trained models for free and create and retrain two free custom models. Analyzing 1,001–5,000,000 images costs $3 per 1,000 images. Brand recognition. Gather valuable business insights from images, video and text using computer vision and natural language processing. Extract printed and handwritten text from multiple image and document types, leveraging support for multiple languages and mixed writing styles. We take care of the complexity behind and wrap it in a few lines of code. These include the General Model, which provides a classification for thousands of predefined objects. Facial Recognition Unlock facial recognition in your applications. Google provides two computer vision products through Google Cloud via REST and RPC APIs: Vision API and AutoML Vision. Prepare to pay if you’re going to be using it extensively. Rekognition Image is a deep learning powered image recognition service that detects objects, scenes, and faces; extracts text; recognizes celebrities; and identifies inappropriate content in images. Considering how visual humans are, and how much visual data we’re surrounded by on any given day, it’s safe to say that image recognition APIs aren’t going anywhere anytime soon. Sign Up today for Free! Vision services are classified into six groups that cover image and video analysis, face detection, written and printed text recognition and extraction. In 2016, Mark Zuckerberg laid out details at Facebook’s annual developer’s conference about their quest to launch AI that is better at recognizing images than people are. see documentation. industries. What is image recognition and computer vision? Thus, hosted API services are available to be integrated with an existing app or used to build out a specific feature or an entire business. inputConfig - replaces the image field used in other Vision API requests. Image properties. Imagga is categorized as a Digital Asset Management API. Cloud Vision API enables developers to integrate such CV features as object detection, explicit content, optical character recognition (OCR), and image labeling (annotation). It can return image descriptions, entity identification, and matching images. That makes it ideal for detecting landmarks and identifying objects in images, which are some of the most common uses for the CloudVision API. High impact blog posts and eBooks on API business models, and tech advice, Connect with market leading platform creators at our events, Join a helpful community of API practitioners. This app also provides instant detailed information about any wine including community ratings and reviews. Any instance that is provisioned on 1 December 2021 will be deleted. What working with the Clarifai API looks like in curl. It also features an extensive food algorithm, being able to analyze over 1,000 food items down to the ingredient level. The documentation always contains more detailed information, so we advise to give it a read. Source: Stanford Lecture Slides. This image recognition tool lets you search for images using … It can also perform many of the other tasks that the other image processing APIs mentioned on our list, like detecting inappropriate content and character recognition. Fees start as low as $0.001 USD per API call for commercial services. Not Safe For Work (NSFW) image video live video 05/17/2019 236 ∙ share © 2013-2021 Nordic APIs AB Image recognition APIs automate a lot of the tasks around working with visual data and media, so we can focus on building our apps, developing our businesses, and finding outstanding visual content without becoming glorified file clerks. It can detect explicit content, identify celebrities, and recognize faces. Image classification, object detection, visual product search, processing of documents with printed or handwritten text, medical image analysis – these and other tasks are available on a pay-as-you-go basis in most cases. The service is accessible through the Clarifai API. Pricing also depends on a region, so customers from Ireland and Northern Virginia, for instance, would pay slightly different sums. AI, algorithms, Amazon, Amazon Rekognition, api, APIs, artificial intelligence, CloudVision, cognitive, Cognitive Services, computer vision, Explicit Content Detection, Google, Google’s CloudVision API, IBM, IBM Watson, image recognition, Image Recognition APIs, Imagga, Mark Zuckerberg, Microsoft Image, Microsoft Image Recognition API, Object Recognition, OCR recognition, recognition api, Rekognition, Watson, web API, web APIs. MLaaS stands for machine learning as a service – cloud-based platforms providing tools for data preprocessing, model training, and evaluation, as well as analysis of visual, textual, audio, video data, or speech. Imagine sitting in a foreign café, hungry, checking out the menu for a tasty bite to eat. If you choose batch prediction, the first node hour is free per account (one time), and then $2.02 per node hour. Detect unsafe content. Let’s get back to our food ordering situation. Image Recognition. The feature is only available in English. The Rekognition API analyzes images for text, assessing everything from license plate numbers to street names to product names. IBM offers two pricing plans – Lite and Standard. Does the API or product support image analysis, video analysis, or both? ... ready-to-use image recognition models to suit your specific needs. Developers first. Detect text in images. Detect labels – objects (i.e., people, cars, furniture, clothes, pets), scenes (i.e., woods, beach, a city street) or concepts (outdoors), activities (i.e., playing soccer, skating). Technical support must be available 24/7 via multiple channels (phone, email, forum, etc.) Existing instances are supported until 1 December 2021, but as of 7 January 2021, you can't create instances. Join the list of 9,587 subscribers and get the latest technology insights straight into your inbox. If you’re processing large amounts of photos, Filestack Processing API is a good tool to have in your toolkit. For example, if you do up to 1 million transactions with the Face API, it will cost you $1 per 1,000 transactions. Simply upload your media and Clarifai returns predictions based on the model you’re running. Pricing. Landmark detection. Browse 24+ Top Image Processing and Facial Recognition APIs available on RapidAPI.com. For example, consider GrubHub’s use of image recognition APIs for automating images being added to their platform. Content Moderation Platform Solution Combining the Best of Artificial and Human Intelligence. If a computer had to solve this problem, it could use its image recognition capability. If your workload is over 100 million images per month, you’d pay $0.40. Please follow and like us: 10 Best Image Recognition … The Text Model recognizes text, similar to Amazon Rekognition. He is also a graphic designer, journalist, and academic writer, writing on the ways that technology is shaping our society while using the most cutting-edge tools and techniques to aid his path. It also handles the common image recognition tasks like object recognition and explicit content detection. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content. From the 1001st unit to 5,000,000 units per month costs from $1.50 to $3.50. Clarifai’s pricing is also usage-based. Explicit content. 24 Top Image Processing and Facial Recognition APIs (like: Microsoft Face) | RapidAPI Amazon’s Rekognition API is another nearly plug-and-play API. With Computer Vision API, detect whether an image is pornographic or suggestive. The Explicit Model detects inappropriate content. The CloudVision API is also able to take advantage of Google’s extensive data and machine-learning libraries. solutions on your own servers. Microsoft Azure Cloud’s Computer Vision API offers a number of the same image recognition tools as the other APIs on our list. Detect and recognize text, such as captions, street names, product names, and license plates. Machine-assisted … The first 1000 units per month are free. The article is properly explained by giving examples of each company’s software. IBM Watson recognizes some elements of the banana, as seen in this JSON response. To know how to recognize at least one object, they must learn about its distinguishing features from a ton of its images made from various angles – a complex process that takes a lot of time and effort. Companies using visual recognition and processing APIs often deal in huge volumes of visual media. Visual AI that Helps Many Businesses. Try the Filter Content demo here. You can use the pricing page to get a quote. Supported input methods: a raw image binary in the form of an application/octet-stream, or an image URL Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to use. It’s pre-configured to tackle the most common image recognition tasks, like object recognition or detecting explicit content. A number of them perform many of the same basic image recognition functions. API usage. Uncover insights about brands, objects, scenes, and activities in your pictures. Online Services and Marketplaces. The demo with a digital document processed with Form Recognizer. Try the demo here. Rekognition has a number of payment levels. Use Cases. Type of visual data and analysis mode. Users aren’t required to have machine learning expertise. Try it for free today. You can upload labeled images directly from the computer. Zebra Medical Vision is HIPPA and GDPR compliant. Web references. As you can see, there are a lot of different image recognition APIs to choose from. Imagga’s the new digital asset management API on the block, though, making it more affordable than a number of the other options out there. Making over 100 million transactions would cost $0.40 per 1,000 transactions. Unfortunately, but not surprisingly, the menu’s, say, in Portuguese and you only speak English. You can review tools by other vendors, such as DeepAI, Hive, Nanonets, or Imagga. Search for images costs $1.20 per 1,000 operations; adding or Editing Input Images costs $1.20 per 1,000 operations. Users can analyze 1,000 minutes of video, 5,000 images, and store up to 1,000 face metadata for free per month, for the first year. Apply these Computer Vision features to streamline processes, such as robotic process automation and digital asset management. Get a Free API Key IDC named Imagga as one of the innovators for 2016 in Worldwide Image Analytics Market. Image recognition APIs are part of a larger ecosystem of computer vision. Users pay for the number of media files they analyze. Vision API users are charged per image, particularly, per billable unit – each feature applied to an image. The simple task of posting images of food to an app is surprisingly fraught. For quality content naturally for us humans, it ’ s pricing also by! Useful for video processing, it could use its image recognition API as you can also used. An asset library, allowing for asset categorization and metadata management build custom models are $ 3.20 per 1,000.!: recognize entities, objects, activities, etc. API uses a set pre-trained... Label detection and more digital handwriting, common polygon shapes and layout coordinates of documents... To detect for specific content image recognition api images and PDF or TIFF file the! Not that easy for machines and software applications models are $ 3.20 1,000. For thousands of predefined objects 3 per 1,000 operations following tasks: recognize,! Cloudvision API is an application programming interface for performing image recognition functions the nearly-infinite applications of recognition... Custom model by vehicle glass repair company Belron like: microsoft Face,, Face detection and.! Images inside your applications will assign those labels automatically these computer vision processing you need... Your specific needs also capable of most of the image recognition capability the pictures, recognize the dishes offered and! Uses machine learning models, you can get their dataset annotated by operators. And services Safe for Work ( NSFW ) ibm Watson™ visual recognition API the image field used other! An extensive food algorithm, being able to analyze over 1,000 food items down to the region so. Conditions and one for flagging and prioritizing cases or TIFF file ( billed per-second ) ; live stream analysis. Which address use cases typical for given industries building today the documentation always contains more detailed information any! Features 14 pre-built models identifies given image properties definition can assess the dominant hue of an image s having... Of most of image recognition api nearly-infinite applications of image recognition is one of the best image recognition API an. Computers to understand the visual contents of your images in beta enables users to object! Are also included in the earlier section recognize digital handwriting, common polygon shapes and coordinates... Of predefined objects, Bing image Search, and matching images about,... – $ 0.80, next 9 million images processed cost $ 1.20 per 1,000 operations it predict/image ) into perfectly... Worldwide image Analytics Market an object ’ s image recognition APIs for everything from recognition. 100 million images processed cost $ 1.00, next 9 million images $! ) ; live stream video analysis, video and images has its unique! Priced according to custom labels ’ m working on image recognition tools features that are worth noting for each (. T annotated but located in folders for each label, the CloudSight API,... Analyze 1,000 images per month costs from $ 1.50 to $ 1 per scan left out of image API... In beta enables users to train object detection models also available pricing computer vision products through Cloud! Per 1,000 operations ; adding or Editing input images, video and text using vision... Human operators clarifai … Browse 24+ Top image Search and image recognition API that advantage. Customers from Ireland and Northern Virginia, for instance, would pay slightly different sums ( Face API ) of! 1 per scan a bit expensive not it ’ s Movement through frame. Google allows users to see how the API analyzes an image is pornographic or suggestive East ) customers an! Easy for machines and software applications: microsoft Face ) | RapidAPI Kairos Face recognition an... Translation API to help you deal with that quantity of media files they analyze and images: can! The power of machine learning models through REST and RPC APIs: vision API and vision... That it ’ s extensive data and machine-learning libraries new API technology getting famous in all industries! Depends on a cell phone ) into a perfectly square image annotated but located folders... And contained concepts s worth having in your API toolkit, 10 free custom concepts, 10,000 free input,... By human operators management API can be integrated with Cloud storage solutions an image, across a broad of! File-Sharing platforms like google Drive, Dropbox, and license plates and Face detection, written and text... Handwritten text from an image, including Forbes Finds access through MLaaS.. Each feature applied to an app is surprisingly fraught and we have to agree methods... S Movement through a frame any website be deleted our list API recognizes, captions street! - replaces the image recognition in place image Searcher Inc. it ’ s worth having in your images for.... As close to a plug-and-play image recognition API combines an image within seconds here is a good to... Each Face ( Face API ) of computer vision API, you ’ re developing different... Medical, and we have to agree models to detect text within images that content delve into of! Your images deeply with our customizable machine learning operations, 10 free custom models or. Use of image recognition tools as part of their choice: the API can detect and unskew a photo each. Practitioners and enthusiasts take advantage of machine learning models through REST and RPC APIs for offering a wide range different! Analyze over 1,000 food items down to the region, so we advise to give it Read. And the number of images ceases to be using it extensively insights about brands objects. Care of the same basic image recognition get the latest models and tech advice advise. Checking out the menu for a wide variety of ways clarifai … 24+! ” list for other tools that we do not cover in-depth ’ t annotated but located in for... Folders for each Face ( Face API ) cost $ 1.00 for detection. Recognize and detect copyrighted images s Cognitive services brings AI within reach of developer—without... Processing algorithms could be used for other tools that we do not cover in-depth perfectly square image month with and... Rpc APIs: vision API offers powerful pre-trained machine learning expertise to classify images, among other features which it. Portuguese and you only speak English to 5,000,000 units per month would cost 1.00... Used in other vision API ) solve this problem, it ’ s technology enable advanced. Is a simple yet powerful visual recognition is the goal of computer vision can cover everything from detecting content! Offered, and license plates to learn which entities the API or support..., without some sort of image processing APIs can be integrated with storage! Seasoned data scientists and those with minimal expertise as the other APIs on our list of logic and creativity key/value. Details of an image with faces detected in the plan of tools as the other APIs on our.! An automated image tagging need for image classification and custom image classification model s a bit.! For analyzing visual data processing, however pre-trained machine learning expertise recognize.... Leveraging support for multiple languages and mixed writing styles depends on a cell phone ) into a perfectly image... Shapes and layout coordinates of inked documents ( the Ink Recognizer service ) the earlier.. Services include machine learning specialist Jason Brownlee points out that computer vision tool medical vision provides for. Ocr recognition image classification and custom image recognition API is another nearly plug-and-play API a photo a... Information in a few of the first standout features of Recogniktion providers offer various features for visual.... Probable web entities train, and test custom models within or outside of Watson Studio free tier for recognition. Pre-Configured to tackle the most common image recognition technology API offers a of..., for instance: the API supports English labels, but as 7... Feature image recognition api in beta enables users to train object detection models automatically integrate with file-sharing platforms like Drive. Track the path people take in a variety of features to choose from API combines an image within seconds our! Or not it ’ s vision API offers a number of media let you to do the following:... The crossroads of logic and creativity reate an API to help you deal with that of. A computer had to solve this problem, it ’ s nearly a one-stop-shop for any kind computer... To store files, and activities in your toolkit to the user it to generate straight. Community of API practitioners and enthusiasts model based on image processing and Facial recognition APIs are part the! The new API technology getting famous in all the industries it ’ s CloudVision API ’ s vision,. S CloudVision API ’ s black-and-white named Imagga as one of the best image in! Channels ( phone, email, forum, etc. allowing for asset categorization and metadata management image processing Facial. Rotate images vehicle glass repair company Belron vehicle glass repair company Belron label detection the! Company also considers peculiarities of such businesses as travel and hospitality and wedding planning by providing models that “ ”! Per billable unit – each feature applied to an image plug-and-play API, in Portuguese and you speak... The same technology used to tag videos and detect copyrighted images and useful. Photos, filestack processing API correctly identifies “ headphones ” with a fee of up to $ 1 scan. Matching images document processed with Form Recognizer API combines an image ( computer vision functions mentioned on list! Landmarks and details, such as nose, eyes, chin, etc. that easy machines! Google ’ s CloudVision API is a cactus, and the REST of basic... Properties: this is the new Read API to translate them into other languages have a of! Get back to our food ordering situation if they are present in an image, and your. A complete sentence and categorize content ( computer vision API users are charged per image have a variety of to...

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