Best Image Recognition Software
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Compare the Top Image Recognition Software as of February 2026
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What is Image Recognition Software?
Image recognition software enables machines to identify and classify objects, people, or features within images using advanced algorithms and machine learning techniques. This technology is capable of processing vast amounts of visual data to recognize patterns, shapes, and specific elements, making it useful in applications like facial recognition, object detection, and optical character recognition (OCR). The software often integrates with artificial intelligence (AI) models to improve accuracy and adaptability over time through training on diverse datasets. Image recognition is widely used in industries such as security, retail, healthcare, and autonomous vehicles, where it helps automate tasks and enhance decision-making. Overall, this software transforms visual data into actionable insights, providing significant value in various real-world applications. Compare and read user reviews of the best Image Recognition software currently available using the table below. This list is updated regularly.
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1
Ondato
Ondato
Ondato is a tech company that streamlines KYC and AML-related processes. We're providing advanced technological solutions for digital identity verification, business customer onboarding, data validation, fraud detection, and more. All of them meet the highest quality standards available for KYC online or offline onboarding for all business and customer types orchestrated from a single interface. We're turning compliance into a business benefit by creating a safer environment for organizations and individuals alike.Starting Price: €149.00/month -
2
Azure Computer Vision
Microsoft
Boost content discoverability, automate text extraction, analyze video in real time, and create products that more people can use by embedding vision capabilities in your apps. Use visual data processing to label content with objects and concepts, extract text, generate image descriptions, moderate content, and understand people’s movement in physical spaces. No machine learning expertise is required. -
3
Google Lens
Google
Explore what's around you in an entirely new way. Look up a dish straight from the menu, add events to your calendar, get directions, call a number, translate words and more. Or just copy and paste to save some time. See an outfit that caught your eye? Or a chair that's perfect for your living room? Get inspired by similar clothes, furniture and home decor, without having to describe what you're looking for in a search box. Copy and paste text to your computer. Copy printed or handwritten text with Lens, then send it to another signed-in Chrome browser in a tap. Find out what plant is in your friend's flat or what kind of dog you saw in the park. Stuck on a problem? Quickly find explainers, videos and results from the web for maths, history, chemistry, biology, physics and more. Step-by-step homework help, identify plants and animals. Get the Lens app in the Play Store. Look for the Lens icon on your photos. Look for Lens in the search bar of the Google app. -
4
InfiViz
Infilect Technologies
InfiViz is a trusted retail visual intelligence partner for global CPG brands. By combining Image Recognition and AI, our platforms empower retail sales leaders and marketing teams with rich, detailed and accurate in-store execution insights to optimize retail execution, at scale and boost per-store sales by up to 4%. Get >95% accurate, actionable and real-time execution metrics to improve on-shelf SKU visibility, prevent Out-of-Stocks, and monitor store compliances across 400K + stores. We have scaled 400,000 stores across 16+ countries. Top CPG brands like P&G, Nestle, ABinBev and ITC-India today use InfiViz to Get precision SKU detection in both General and Modern trade stores. Empower field-force/salesmen/store owners with real-time insights and action plan to fix execution errors on the spot. Cover 10X more stores. Improve per-store sales by 2%-4%. Frequently monitor Store compliance. Optimize retailer and merchnadizer payouts -
5
SuperAnnotate
SuperAnnotate
SuperAnnotate is the world's leading platform for building the highest quality training datasets for computer vision and NLP. With advanced tooling and QA, ML and automation features, data curation, robust SDK, offline access, and integrated annotation services, we enable machine learning teams to build incredibly accurate datasets and successful ML pipelines 3-5x faster. By bringing our annotation tool and professional annotators together we've built a unified annotation environment, optimized to provide integrated software and services experience that leads to higher quality data and more efficient data pipelines. -
6
Cloudmersive
Cloudmersive
Cloudmersive offers a wide range of powerful APIs for various business needs, including virus scanning, document conversion, image recognition, and natural language processing (NLP). Their platform is designed for scalability and flexibility, providing solutions for both cloud and on-premise deployment. With over 16 programming languages supported, Cloudmersive allows businesses to integrate sophisticated functionalities like OCR, barcode scanning, and security threat detection into their applications with ease. Trusted by companies worldwide, Cloudmersive's APIs are engineered to enhance operational efficiency and ensure data security. -
7
Clarifai
Clarifai
Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for developing better, faster and stronger AI. We help our customers create innovative solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. The platform comes with the broadest repository of pre-trained, out-of-the-box AI models built with millions of inputs and context. Our models give you a head start; extending your own custom AI models. Clarifai Community builds upon this and offers 1000s of pre-trained models and workflows from Clarifai and other leading AI builders. Users can build and share models with other community members. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been recognized by leading analysts, IDC, Forrester and Gartner, as a leading computer vision AI platform. Visit clarifai.comStarting Price: $0 -
8
Deep Block
Omnis Labs
Deep Block is the world's fastest AI-powered remote sensing imagery analysis solution. Train your own AI models to detect instantly any objects in large satellite, aerial, and drone images. Deep Block's no-code data labeling interface lets you achieve your MLOps projects in days, with no prior expertise. Instead of hiring your own in-house AI engineering team, anybody can start training their own AI. If you have a mouse and a keyboard, you can use our web-based platform, check our project library for inspiration, and choose between 9 out-of-the-box AI training modules (image segmentation, object detection, facial detection, facial comparison…) to get you started. The power of Deep Block is not limited to training your own AI. Once, your AI model is ready, Deep Block's high-performance AI models can deliver very accurate results when detecting objects (0.9 mAP) and with minimum false positives (0.9 recall).Starting Price: $10 per month -
9
Veryfi OCR API & Mobile SDK
Veryfi
Veryfi OCR API extracts, categorizes, and enriches all the details from unstructured consumer purchase receipts, invoices, and bills down to line items (SKU-level purchase data) at scale, without the use of traditional limitations like templates or humans-in-the-loop. Veryfi technology is TurnKey: ready to use out-of-the-box. This means no training required, no humans in the loop, and no templates. All documents are processed in real-time using Veryfis pre-trained machine models to provide instant time to value. Veryfi's mission is to free humanity from manual back-office labor.Starting Price: 8c /receipt & 16c /invoices -
10
Vue.ai
Mad Street Den
Vue.ai is an end-to-end retail automation platform that is trusted by over 100+ retailers across the globe, including Diesel, Nordstrom, Tata Cliq, Mercado Libre, ThredUp, Rent the Runway, and many more. Vue.ai is redesigning the future of retail with Artificial Intelligence. Using Visual AI and ML algorithms, Vue.ai's suite of products addresses retail's biggest problems- from improving productivity to driving revenues. Our AI platform is used for: Automated catalog management Automated image moderation (for marketplaces) Automated on-model imagery AI-enabled styling and outfitting AI-enabled dynamic 1:1 personalization Personalized shopper journeys -
11
V7 Darwin
V7
V7 Darwin is a powerful AI-driven platform for labeling and training data that streamlines the process of annotating images, videos, and other data types. By using AI-assisted tools, V7 Darwin enables faster, more accurate labeling for a variety of use cases such as machine learning model training, object detection, and medical imaging. The platform supports multiple types of annotations, including keypoints, bounding boxes, and segmentation masks. It integrates with various workflows through APIs, SDKs, and custom integrations, making it an ideal solution for businesses seeking high-quality data for their AI projects.Starting Price: $150 -
12
SKY ENGINE AI
SKY ENGINE AI
SKY ENGINE AI is a fully managed 3D Generative AI platform that transforms how enterprises build Vision AI by producing high-quality synthetic data at scale. It replaces difficult, expensive real-world data collection with physics-accurate simulation, multispectrum rendering, and automated ground-truth generation. The platform integrates a synthetic data engine, domain adaptation tools, sensor simulators, and deep learning pipelines into a single environment. Teams can test hypotheses, capture rare edge cases, and iterate datasets rapidly using advanced randomization, GAN post-processing, and 3D generative blueprints. With GPU-integrated development tools, distributed rendering, and full cloud resource management, SKY ENGINE AI eliminates workflow complexity and accelerates AI development. The result is faster model training, significantly lower costs, and highly reliable Vision AI across industries. -
13
Imagga
Imagga
Build the next generation of Image Recognition Applications with Imagga's API. Empowering intelligent apps with our customizable machine learning technology. Automatically assign tags to your images. Powerful API for image analysis and discovery. Empower product discoverability in your application. Powerful API for building visual search capabilities. Unlock facial recognition in your applications. Powerful API for building face recognition. Train our image A.I. to better organize your photos in your own list of categories. Automatically categorize your image content. Powerful API for instant image classification. Automated adult image content moderation trained on state of the art image recognition technology. Automatically generate beautiful thumbnails. Powerful API for content-aware cropping. Let colors bring meaning to your product's photos. Powerful API for color extraction.Starting Price: $79 per month -
14
Partium
Partium
Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use. -
15
Anyline
Anyline
We make data capture simple, giving you the power to read, interpret and process visual information on mobile devices, websites and embedded cameras. Thanks to our partnerships with some of the greatest minds in machine learning, we have created the market-leading character scanning solution. From our home base in Vienna, Austria and US headquarters in Boston, our growing and dynamic team is changing the way companies manage data. Scan Barcodes, Passports, ID Documents, Utility Meters, License Plates, Serial Numbers, Tire DOT numbers, Documents and much more - in seconds! Send messages to or pull messages from queues, create a message exchange to publish and subscribe (pub/sub), or send a message to multiple queues to decouple applications and enable scale. -
16
WineEngine
TinEye
WineEngine is powered by TinEye's unparalleled image recognition technology and has been engineered and optimized to work with photographs captured by users' smart devices. This service uses exceptional image recognition algorithms and neural networks to deal with the common problems encountered in user-supplied photographs: low resolution, bad lighting and color, improper framing and cropping, off-centre angles and blurriness. WineEngine has also been specially engineered to recognize wine vintages when available on a label. High success rate even with low-quality label images. Automatically locates and focuses on the label region within an image. Outperforms OCR-based attempts to read labels. Searches in real-time, even for multi-million wine label collections. WineEngine combines TinEye’s state-of-the-art image recognition algorithms with neural networks to provide fast and reliable recognition of wine, beer and spirit labels.Starting Price: $200/month -
17
Mobius Labs
Mobius Labs
We make it easy to add superhuman computer vision to your applications, devices and processes to give you unassailable competitive advantage. No code, customizable & on-premise AI solutions. -
18
Blox.ai
Blox.ai
Business data is usually present in different formats, across sources. A lot of business data is unstructured and semi-structured. IDP (Intelligent Document Processing) leverages AI, along with programmable automation (such as repetitive tasks), to convert data into usable, structured formats, and for consumption by downstream systems.Using Natural Language Processing (NLP), Computer Vision (CV), Optical Character Recognition (OCR) and machine learning tools, Blox.ai identifies, labels and extracts relevant data from any type of document. The AI then maps this extracted information into a structured format while configuring a model which can be applied to all similar document types. The Blox.ai stack is set up to reconcile the data based on business requirements and to push the output to downstream systems automatically.Starting Price: $650 -
19
LTU Visual Search API
LTU Technologies
The integrated object and image processing solution. Because your trade and specific needs are unique, LTU delivers an integrated SaaS solution, open and configurable for visual recognition. This web service is a suite of object and image processing features that includes matching, color palette search and metadata search (coming soon). LTU offers a computer vision solution working without Deep Learning, thanks to the creation of a “unique signature” based on visual characteristics of the image or object. Access a suite of visual search functionalities in web service, open and configurable. This SaaS solution gives you access to our multiple proprietary algorithms, and can also integrate third-party technologies to operate a visual search specifically adapted to your needs. LTU offers a SaaS comparison and change detection solution that is highly configurable to operate tailored processing based on your use case. -
20
SAFR
SAFR from RealNetworks
Unlock a new level of situational awareness with exceptionally accurate face recognition and additional face- and person-based computer vision features. SAFR delivers actionable insights that protect the health and safety of people everywhere. Designed as a standalone networked solution, SAFR SCAN provides SMB and enterprise-level users with uncompromised biometrics features and performance at an affordable price point. Its fast, frictionless throughput can authenticate up to 30 individuals per minute, making it ideal for high-volume applications in office building lobbies, professional offices, secured employee entrances and more. To ensure personal privacy, all enrolled and scanned biometric data is fully encrypted and does not contain any visual imagery of individuals’ faces. This helps to ensure that individuals' identities are protected, avoiding any liability issues related to new and emerging privacy protection mandates. -
21
EVLib
Irida Labs
EV Lib is a complete embedded vision software library based on deep learning and AI with functionalities for people, vehicle and object detection, identification tracking and 3D pose estimation. -
22
Alibaba Image Search
Alibaba Cloud
Alibaba Cloud Image Search is an intelligent image search service that helps users find similar or identical images. Based on machine learning and deep learning, the product enables end-users to take a screenshot or upload an image to search and find desired products and fulfill other search requests. Allows your customers to use a product image to search for products from an image library. This feature simplifies the shopping process and is suitable for shopping scenarios where content-based image retrieval (CBIR) is required. After your customers use images to search for products, the system automatically recommends the same or similar products. This feature is suitable for product recommendation scenarios to improve the shopping experience of your customers. -
23
Vize by Ximilar
Ximilar
Use deep learning algorithms with the highest accuracy on the market. Implement cutting-edge vision automation faster with no development costs. Create powerful and custom image recognizers in intuitive web interface. We always improve the underlying machine learning algorithms so you are up-to-date. Train custom neural network to recognize your specific images. Ximilar, industry leader in Visual AI an Search, acquired Vize, made it better, faster, and added business-critical features. Go to Ximilar Homepage to discover our services. -
24
Nanonets
Nanonets
Nanonets enables self-service artificial intelligence by simplifying adoption. Easily build machine learning models with minimal training data or knowledge of machine learning. At Nanonets, we serve up the most accurate models. Always. -
25
Prisma AI
Prisma AI
Prisma’s facial recognition system is a technology capable of identifying or verifying a person from a digital image or a video frame from a video source. There are multiple methods in which facial recognition systems work, but in general, they work by comparing selected facial features from a given image with faces within a database. It is also described as a biometric artificial intelligence-based application that can uniquely identify a person by analyzing patterns based on the person's facial textures and shape. The print content would act as a marker for our engine and match with the corresponding reference image. Image recognition engines can also be used in marketing the brand by linking logos with ads, websites, and information. The process of capturing images from mobile devices and recognizing the same against a reference image. Prisma using its years of experience in the development of specialized algorithms for image recognition has now ported the same for applications. -
26
Satim
Satim
Satim provides a world-class and unique AI-based software solution for object detection, classification, and identification using Synthetic Aperture Radar (SAR) satellite imagery. Satim has built a highly accurate simulator for generating synthetic SAR signatures. The simulator allows us to simulate a SAR signature of any object and any SAR system. Thanks to the simulator, we can add new object types to train our AI model and to be classified with 90% accuracy within days. Thanks to our proprietary SAR data simulator, the models can be rapidly expanded to detect and classify new objects, ensuring adaptability and flexibility that match the challenges and evolving needs in the military, government, and commercial sectors. We collaborate with the world's top Synthetic Aperture Radar (SAR) sensor providers, bringing together pioneering technology and unparalleled expertise. Our wide network of global partners is laser-focused on advancing the space and defense industry. -
27
Deepomatic
Deepomatic
Deepomatic offers a comprehensive, enterprise-grade computer vision platform designed for large-scale field operations, particularly in telecom, utilities, and energy sectors. The system enables organizations to automate image-based inspections and quality control by allowing field workers to capture photos via mobile devices, which are then analyzed in real time for conformity, guiding technicians to “get it right the first time”. The platform supports seamless integration with back-office dashboards, allowing operations teams to monitor performance metrics, identify bottlenecks, verify work orders, manage contractor payments, and maintain accurate digital twin or asset-inventory records. Deepomatic’s models handle high volumes of jobs, its technology has processed over 20 million field operations annually and analyzes photos in under 2 seconds. The platform is delivered with off-the-shelf AI checks for standard use-cases and supports customized algorithms for complex deployments. -
28
Ultralytics
Ultralytics
Ultralytics offers a full-stack vision-AI platform built around its flagship YOLO model suite that enables teams to train, validate, and deploy computer-vision models with minimal friction. The platform allows you to drag and drop datasets, select from pre-built templates or fine-tune custom models, then export to a wide variety of formats for cloud, edge or mobile deployment. With support for tasks including object detection, instance segmentation, image classification, pose estimation and oriented bounding-box detection, Ultralytics’ models deliver high accuracy and efficiency and are optimized for both embedded devices and large-scale inference. The product also includes Ultralytics HUB, a web-based tool where users can upload their images/videos, train models online, preview results (even on a phone), collaborate with team members, and deploy via an inference API.
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