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Image Recognition & Visual Search API For Business - XimilarLevel up your image processing with recognition and search tailored for you. Automate tagging, description, sorting, and searching of images.Image Recognition & Visual Search API For Business - Ximilar VISUAL AI FOR BUSINESS Solutions Fashion Fashion Tagging Product Description New Color Extraction Fashion Search All-in-one Home Decor Home Decor Tagging Demo Home Decor Search Demo Collectibles AI Recognition Card & Comics Identifier Card Grader Search by Photo Stock Photos Photo Tagging Photo Search Photo Enhancing Color Extraction & Search Visual Search Product Recommendation Reverse Image Search Image Matching Custom Visual Search Image Tools Image Upscaler Background Removal Other industries Med & Biotech New Manufacturing New Real Estate New Not sure which solution you need? Browse all See how it works Automatic detection, tagging & image enhancing on click.   Go to demo Platform Explore All Image Classification Image Regression Object Detection Flows: Combine AI Models Image Annotation How it works How it Works – Step by Step Articles & Guides – Blog Help Center – FAQ For Developers Company About us Ximilar in Media Research Projects News Pricing More Platform Explore All Image Classification Image Regression Object Detection Flows: Combine AI Models Image Annotation How it works How it Works – Step by Step Articles & Guides – Blog Help Center – FAQ For Developers Company About us Ximilar in Media Research Projects News Pricing Contact us Chat with us Contact us Free App Try Demo Menu VISUAL AI FOR BUSINESS Solutions Fashion Fashion Tagging Product Description New Color Extraction Fashion Search All-in-one Home Decor Home Decor Tagging Demo Home Decor Search Demo Collectibles AI Recognition Card & Comics Identifier Card Grader Search by Photo Stock Photos Photo Tagging Photo Search Photo Enhancing Color Extraction & Search Visual Search Product Recommendation Reverse Image Search Image Matching Custom Visual Search Image Tools Image Upscaler Background Removal Other industries Med & Biotech New Manufacturing New Real Estate New Platform Explore All Image Classification Image Regression Object Detection Flows: Combine AI Models Image Annotation How it works How it Works – Step by Step Articles & Guides – Blog Help Center – FAQ For Developers Company About us Ximilar in Media Research Projects News Pricing Contact us Chat with us Contact us Free App Try Demo Recognize, Search & Enhance Images With AI From ready-made to custom image recognition & visual search solutions under one API. Get Custom AI Tailored to Your Images Level up your image processing with custom solutions, combining existing & new features. Build Computer Vision Models Without Coding Create your own machine learning models and implement them easily into your website or app. Chat with us Try for free Ready-to-use Visual AI Learn more Custom AI Solutions Learn more Computer Vision Platform Learn more Ready-to-use Visual AI demos Test Our Visual AI Choose from off-the-shelf solutions for fashion, home decor, stock photos, collectibles, and more. Fashion & Home Design Stock Photos & Image Tools Collectibles Fashion Taging Product Similarity Search Fashion by Photo Home Decor Tagging Photo Tagging Stock Photo Search Background Removal Dominant Colors AI Recognition of Collectibles Card Grader FROM PATTERN RECOGNITION TO IMAGE SIMILARITY Get Custom AI Tailored to Your Visual Data Custom features — Your own labels, object categories, attributes, taxonomy, or language can be added to our solutions. Semi-custom solutions — We can combine pre-trained & new modules for a tailored, budget-friendly solution. New solutions for pioneers — We will craft an image or video processing system from scratch to help you pave the way. How it works? Schedule a call MACHINE LEARNING FOR EVERYONE No-Code Computer Vision Platform Use Ximilar App to test, build & deploy your own visual artificial intelligence. Manage your collections in App & connect via API. Start for free now See all features Test Sign up to App for free, upload your images & try how it works Sign up for free Build No-code AI Label data & create computer vision models without coding Learn more Annotate Images Efficient & quick bulk annotation of images in a team Learn more Combine Combine ready-to-use and custom AI models into a modular Flow Learn more Connect Connect via REST API for setup, integration or both API Documentation Test Sign up to App for free, upload your images & try how it works Sign up for free Build No-code AI Label data & create computer vision models without coding Learn more Annotate Images Efficient & quick bulk annotation of images in a team Learn more Combine Combine ready-to-use and custom AI models into a modular Flow Learn more Connect Connect via REST API for setup, integration or both API Documentation image annotation optical character recognition (OCR) image classification image based search ML model testing image upscaling sports cards identification deep learning object detection language models (LLMs) integration facial detection advanced image search TCG card identification sports cards grading image labelling photo enhancing neural networks data labelling image segmentation NUMBER 1 NO-CODE AI VISION PLATFORM All-in-one Suite for Visual Data With Ximilar, you can automate & streamline all image processing with one API. All on one platform and without coding. How it works? Discuss your solution TIME-EFFICIENT Save work & time Deploy the pre-trained tools on click, or add custom labels and features. Browse solutions MONTHLY SUBSCRIPTION Choose ideal plan With credit supply optimised to your traffic and needs. See Pricing EASY ACCESS Connect via API And implement it into your application, website or infrastructure. Learn more MODULAR STRUCTURE Upgrade on the go Combine and put pre-trained and custom models in complex sequences. Read more Workflow examples From quality control, security systems and video analysis, to pattern recognizing or medical diagnosis systems. See the typical image AI applications built with our platform. Sports & Trading Cards Identification Collectibles Recognition Sports Card Identifier Sports Card Grader or TCG Card Identifier TCG Card Grader Spot, analyze and grade collectible sports cards and trading card games (TCGs) automatically. Fashion Detection, Tagging & Description Fashion Apparel Detection Fashion Tagging Auto Description Identify all fashion including footwear and jewelry with specialized clothing AI. Generate product titles and descriptions. Stock Photo Tagging & Similarity Search Image Recognition Photo Tagging Dominant Colors or Image Similarity Search Search Images By Color Accurately identify photos, people, faces & objects. Provide similar visual content within your collection to your visitors. Real Estate Classifier Outdoor/Indoor Classifier Room Classifier Furniture Detection Home Decor Tagging Home Decor Search Automate the processing of photos of real estate, rooms, interior design, homeware, and pieces of furniture. HUMAN EXPERTISE, AI CONSISTENCY Get Your AI Solution From Industry Experts We aim to make artificial intelligence accessible to businesses of all sizes by building a reliable, cost-effective no-code platform. About us Ask us anything 15 Billion Images recognized and counting +380 % Increased click rate on products 40+ Countries of origin of our clients 10+ Years Hands-on experience in AI systems Nessi Image Annotation Expert David Founder, Computer Vision Expert Gabriela Fashion Stylist, Customer Care Michal CEO, Machine Learning Engineer 15 Billion Images recognized and counting +380 % Increased click rate on products 40+ Countries of origin of our clients 10+ Years Hands-on experience in AI systems USE AI WITH CONFIDENCE Transparency & Security Come First Use secure AI software with maximal data privacy. We store only training data on our own servers in the EU, with all data protected under GDPR. Your models & data belong to you You hold the intellectual rights to all the models you train on our platform. Read more Processed images are not stored Our software analyses each picture in your database once, without storing any of them. Read more Certified hardwareinfrastructure Training data on secure EU servers Imagery used to train custom models is stored on our own servers in the EU. Contact us for details Based on academic research Zajzon Bodó CEO, Babyndex Babyndex uses Ximilar’s Image Recognition and Annotate, which is excellent. I can easily set up their services myself. Ximilar has helped in improving accuracy and from that day on, it works perfectly. Zajzon Bodó Co-founder & CEO, Babyndex Dr. Reza Farshey CEO, Endogenie We used Ximilar’s platform to build a model analyzing X-ray medical images. Even though the models are built on their platform, the data belong to our company. Support from Ximilar has been amazing, with a response time less than 24 hours. Overall, I am extremely happy with the service and product offerings from Ximilar. Dr. Reza Farshey Founder & CEO Amos Struck Co-founder, StockPhotos Way better similar results in our 10 million stock images. Customers can find visually similar pictures by uploading a photo. The integration was fast. We recommend it! Amos Struck Co-founder Pavel Macků CEO, Profimedia The Ximilar technology has been working reliably for many years on our collection of 100M+ creative photos. Pavel Macků CEO Filiberto Sosa Sizes and Colors We integrate Ximilar’s visual AI into our online product discovery tool. With Ximilar’s visual search, we can tailor recommendations of newly arrived products to customers who are likely to be interested. Our system automatically notifies them, enhancing the overall customer experience. Our experience with Ximilar has been great. Filiberto Sosa CEO Previous Next CONNECT VIA REST API Deploy, Connect & Conquer Deploy latest models on click, connect via REST API, and integrate them into your system or infrastructure. Go to API Documentation Technology Stack REST API status monitoring Python Client Python PHP cURL # pip install ximilar-client import base64 from ximilar.client import FashionTaggingClient with open(__IMAGE_PATH__, "rb") as image_file: encoded_string = base64.b64encode(image_file.read()).decode('utf -8') client = FashionTaggingClient("__API_TOKEN__") response = client.detect_tags([{'_base64': encoded_string}]) import requests, json, base64 endpoint = 'https://api.ximilar.com/tagging/ fashion/v2/detect_tags'
 headers = { 
 'Authorization': "Token __API_TOKEN__", 'Content-Type': 'application/json' 
 } with open(__IMAGE_PATH__, "rb") as image_file: encoded_string = base64.b64encode(image_file.read()).decode('utf -8') data = { 'records': [{'_base64': encoded_string}] } response = requests.post(endpoint, headers=headers, data=json.dumps(data)).json() $curl_handle = curl_init("https:// api.ximilar.com/tagging/fashion/v2/ detect_tags"); $data = ['records' => [ [ '_url' => '__PATH_TO_URL_IMAGE__' ], [ '_base64' => base64_encode(file_get_contents(__PATH_TO_IMAGE __)) ] ] ]; curl_setopt($curl_handle, CURLOPT_CUSTOMREQUEST, "POST"); curl_setopt($curl_handle, CURLOPT_POSTFIELDS, json_encode($data)); curl_setopt($curl_handle, CURLOPT_RETURNTRANSFER, true); curl_setopt($curl_handle, CURLOPT_FAILONERROR, true); curl_setopt($curl_handle, CURLOPT_HTTPHEADER, array( "Content-Type: application/json", "Authorization: Token __API_TOKEN__", "cache- control: no-cache",) ); $response = curl_exec($curl_handle); $error_msg = curl_error($curl_handle); curl_close ($curl_handle); curl --request POST \
 --url https://api.ximilar.com/tagging/ fashion/v2/detect_tags \
 --header 'Content-Type: application/json' \
 --header 'authorization: Token __API_TOKEN__' \
 --data '{"records":[{"_url": "https:// bit.ly/2IymQJv"}]}' Frequently Asked Questions How image recognition works? Image recognition allows computers to understand and classify images by analyzing their content. It helps with interpreting, tagging (enrichment with additional metadata), or categorization (sorting into groups) of images. For example, if you train a dog vs. cat recognition model, and provide it with a folder of mixed pictures, it will be able to distinguish between cats and dogs, and thus sort the images into two separate folders. It is used in various applications including medical diagnosis, autonomous vehicle systems (object recognition) or security systems (like facial recognition). The accuracy, speed, and efficiency of such systems continue to improve with advancements in artificial intelligence and machine learning techniques and depend on factors such as the quality of training datasets. Deep learning algorithms, particularly convolutional neural networks (CNNs), are commonly used for image categorization tasks. Ximilar provides several off-the-shelf solutions for classifying specific image data, such as stock photos, home decor and furniture images, fashion photos, or trading and collectible cards. Custom models can be easily trained on our platform. Read the articles in our blog to learn about image recognition technology. Go to: Discover ready-to-use solutions Discover computer vision platform Read more: Which services does Ximilar provide, and what are the differences between them? How Ximilar technology works? What is custom image recognition? What is Visual Search? Visual & similarity search technology can analyze the overall visual aesthetic of an image or detected object in an image, independent of the origin of images or metadata (such as keywords). It understands the concept of similarity according to your subjective perception. That is why it can provide the most relevant results to image queries, whether you look for the exact match or similar items. Go to: Explore Visual Search Solutions Explore public demos Articles about visual search API Documentation Read more: What are the examples of visual & similarity search solutions built by Ximilar? How do I know if I need a custom visual search solution? How many images do we need to train a visual similarity model? Can we build a smartphone app to search for specific products? Which collectibles can AI Recognition of Collectibles recognize? As for now, the service is able to detect (and mark by bounding boxes) the collectibles such as stamps, coins, banknotes, comic books and trading cards, as well as antique items. For collectible cards, the service can identify whether it is a Trading Card Game (Pokémon, Magic The Gathering – MTG, Yu-Gi-Oh!, Lorcana, Flesh and Blood and so on) or a Sports Card (Baseball, Basketball, Hockey, Football, Soccer, or MMA), with several additional features (e.g., signature). It can be easily customized to evaluate images based on your criteria. The full taxonomy of the identification results with all supported games and sports can be found in our documentation page. For comic books, the service can identify more than 1 million magazines, books and manga – via name, title, publisher, issue number and release date. The service is constantly expanding based on the requests from our customers. Go to: AI Recognition of Collectibles – Page AI Recognition of Collectibles – Public Demo How Image Recognition works? Collectibles Recognition API – Documentation Read more: Can your AI identify or find the exact collectible based on a photo? How does the automatic visual inspection of collectibles work? How Ximilar streamlines image processing tasks and reduces costs? Ximilar’s systems significantly reduce image processing costs by automating repetitive tasks such as analyzing, tagging and sorting of images. This automation results in significant long-term savings, allowing for continuous 24/7 addition of new visual content without additional metadata. We’re continually enhancing our platform, which enables us to both build services efficiently and quickly and also to modify existing solutions to suit your needs. We reduce costs and labour by utilizing a combination of pre-trained and new models. Service use is billed via API credits, with a customizable monthly plan based on your consumption. Using our credit calculator helps you optimize cost-effectiveness. For sudden system loads, you can add extra credit packs to your monthly credit supply. Once your solution is live, we can continually upgrade and enhance it, altering any component in the modular structure. Our feedback mechanisms help us understand which model performs best, allowing us to refine the solution. Also, our ready-to-use solutions are routinely updated to stay industry-relevant, and these upgrades come at no extra cost. Go to: See Pricing Count my monthly consumption How custom projects work? Read more: How much does it cost to use Ximilar’s solutions and platform? Which payment methods does Ximilar accept and how does the billing work? Is training, deployment and using of my Image Recognition tasks charged? What are the typical Visual Search applications? Visual search typically involves searching images or products using an image query, including photos from social media and user-generated content, like smartphone photos. Our Search by Photo combines this technology with detecting individual products in images. One such solution is Search Fashion by Photo. The technology is frequently employed for similarity searches, particularly for product recommendations in e-commerce. It assesses image or detected object features, like colour, edges, or patterns, to suggest the most similar alternatives. Another typical use is image & product matching. Since the technology can identify duplicates or nearly identical items in various images with different quality, it can help with curating product galleries and eliminating all unnecessary content. Even though applications in e-commerce are the most common, visual search provides endless possibilities even in the industrial sector, scientific research or security systems. Go to: Visual Search Solutions Try public demos Articles API Documentation Read more: What are the examples of visual & similarity search solutions built by Ximilar? How Visual AI helps e-shops, price comparators, or collectibles’ sites? Can Visual AI help with sorting, filtering, and recommendations of images or products on my website? How to find duplicates, enrich product galleries, or add the metadata to the new images? How do I know if I need a custom visual search solution? How many images do we need to train a visual similarity model? Can we build a smartphone app to search for specific products? Can visual search engine built by Ximilar be deployed on our servers? Is Ximilar’s visual AI able to handle large datasets and complex images? Ximilar’s AI solutions were built to handle large datasets containing millions of images. Our cloud doesn’t physically store your image collections for visual search. We process each image once during synchronization, extract descriptive data, and then immediately discard it, allowing for swift image processing. For instance, our largest collections, holding over 100 million images, require only a few hundred milliseconds to search for visually similar items. Complex images containing more objects, patterns, topics, people or items, can be easily processed with our AI. For instance, our Fashion Search and Home Decor Search solutions automatically detect all fashion apparel or homeware in the images, providing categories and similar stock to each object individually. You can test these solutions in our public demo. Custom image recognition and detection solutions rely on dedicated training image datasets, whose size depends on the complexity of the problem. For instance, training a model for cat and dog recognition may only require tens of images, while larger projects like our fashion recognition, with thousands of features and tags, necessitate datasets containing thousands of images. We also enable asynchronous requests. Read more about them in the API Documentation.   Go to: How custom projects work? API Documentation Contact us Read more: Does Ximilar store my images? How many images can be in a visual search collection? How many images do we need to train a visual similarity model? How do we keep our visual search collection updated? What is the difference between synchronous and asynchronous API requests? My company needs a more complex solution. Can you develop it? How does Ximilar approach privacy and data protection issues? Ximilar prioritizes data security and confidentiality. Our customers particularly value the following rules: We don’t store user images, except for mutually agreed training datasets, secured on Amazon S3 with time-limited links. The intellectual rights to generated image models are shared between you and Ximilar, and we are not authorized to use the models for other customers or internal purposes. We adhere to European regulations, including GDPR, and our data center in Prague is multi ISO-certified. We can sign NDAs and customize image access restrictions based on your needs. Administrators access your image data only when necessary. On-premises installation is possible for larger projects. Feel free to reach out with questions about ethical considerations regarding privacy and data protection. Go to: Data Security & Privacy FAQ Terms of Use & Privacy Read more: Does Ximilar close NDA agreements? Who owns intellectual rights to my models trained on Ximilar’s platform? Can Ximilar use my data to improve solutions for other customers? Does Ximilar store my images? Where are my images processed & stored? Which types of images and formats does Ximilar support? You can send images in these supported formats to our API (in fields of _base64 or _url): jpg, jpeg, png, webp, heic, bmp, tiff, and jfif. If you upload a gif, only the first frame will be processed. Contact us for customization. Go to: Read more in documentation Read more: In which formats can my data export for visual search collection synchronisation be? How fast and efficient is the image recognition process? The speed typically ranges from 5 to 100 milliseconds per image for basic image classification and detection models. This timeframe varies based on factors such as input resolution, connectivity, and the speed of the image CDN used. Our platform’s models are generally very fast, and they can be fine-tuned for even greater efficiency on specialized hardware like GPUs and smartphones. Go to: Computer Vision Platform Try public demo Start for free Read more: What factors determine the accuracy of the image recognition system? Is Ximilar’s visual AI able to handle large datasets and complex images? Go to FAQs Ask us anything VISUAL AI FOR BUSINESS [email protected] United States +1 929-605-4045 United Kingdom +44 20 4586 7106 Czech Republic +420 606 767 147 Solutions Image Recognition Visual Search Image Tools Fashion Tagging Stock Photos Collectibles Browse all Platform Image Classification Image Regression Object Detection Flows: Combine Models Image Annotation Company About us Contact us Research projects Media Blog Users App Login Pricing Help Center – FAQ API Documentation For Developers Memberships & Awards © 2024 Ximilar: Visual AI for Business — All rights reserved Terms of Use & Privacy Manage Consent To provide the best experiences, we use technologies like cookies to store and/or access device information. Consenting to these technologies will allow us to process data such as browsing behavior or unique IDs on this site. Not consenting or withdrawing consent, may adversely affect certain features and functions. 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