Engineering 1.1k tools curated Explore image analysis

AI Image Analysis & Computer Vision Tools (2026)

OCR, object detection, moderation, visual search — the vision stack for production workloads.

Editor’s note

Computer vision has moved from research notebooks into mission-critical pipelines. This collection surfaces AI tools spanning OCR, object detection, safety classification, medical imaging, and visual similarity search. Each pick targets a specific production pain: latency budget, data privacy posture, or fine-tuning flexibility. If you are wiring vision into a product workflow, this is the short path to a working proof of concept.

Quick summary

  • This collection surfaces 1118 vetted AI tools in image analysis that match this page’s editorial filters — not a generic directory dump.
  • Start with the comparison table, then read in-depth notes on: HoneyDo: Speak, Snap and Shop, Innovatiana, AnyClip.
  • Pricing labels are summarized for scanning; always confirm current plans on each vendor’s site before purchase.

Jump to compare tools or explore the full image analysis category on the directory.

Scanner-friendly

Compare tools

Pricing shown as tier + amount only (long copy from vendor HTML is hidden here). Open each profile for full tiers and feature lists.

ToolFree tierPricingRatingTraffic / moProfile
HoneyDo: Speak, Snap and ShopNo

6 months

$12.99 /month

1 year

$17.99 /year

5.075.0k View
InnovatianaNo5.074.0k View
AnyClipNo

Business

Business 250+ Hours Visual Intelligence An…

Growth

Growth 50 Hours Visual Intelligence Analyt…

Essential

Essential 20 Hours Visual Intelligence Ana…

5.073.7k View
Anthropics TechnologyNo5.073.0k View
RossumNo

Starter

$18,000 /year

Enterprise

Enterprise For mature businesses with comp…

Business

Business For businesses who want to automa…

Ultimate

Ultimate For global businesses with multip…

5.069.1k View
Productify.aiNo5.067.5k View
Kami HomeYes

ENTRY

$3.33 /month

PLUS

$10.83 /month

STANDARD

$8.33 /month

5.067.3k View
FaceSearch AINo

Basic

$7.77 /month

Professional

$19.95 /month

Premium

$14.20 /month

5.066.6k View
SocialFinder.aiNo

One Pro Search

$5

Pro

$49 /month

Basic

$19 /month

Enterprise

$99 /month

5.066.4k View
GoPDFYes

Free

$0.00 /month

Pro

$9.99 /month

Business

$29.99 /month

5.065.8k View
Sparkco AI Spreadsheet AgentYes

Starter

$0 /month

Professional

$19 /month

5.062.9k View
PapperNo5.060.0k View
Recipe LensNo5.060.0k View
MealSnap: AI meal log journalNo

Foodie Yearly Subscription

$22.99

Foodie Weekly Subscription

$1.99

Foodie Monthly Subscription

$6.99

5.060.0k View
TopPDFNo5.059.9k View
ComplyCubeNo5.059.6k View
ImaggaYes

Free

$0 /month

Pro

$349 /month

Indie

$79 /month

Enterprise

Custombuilt Enterprise Above 1,000,000 API…

5.058.6k View
FormX.aiYes

Pay-as-you-go

$0.3 /user

Starter

$299 /month

Enterprise

Custom Enterprise Need custom solutions fo…

5.057.5k View

Rows reflect this page’s result set. Sorting is a view aid only — it does not change editorial order in JSON-LD lists.

Decision shortcuts

Best picks by use case

  • Best starting point

    HoneyDo: Speak, Snap and Shop currently leads this shortlist on combined traffic and editorial rating — use it as your first live test against real work samples.

    Primary pick

    HoneyDo: Speak, Snap and Shop

    Open profile
  • Strong alternate

    Innovatiana is the best second stop when you need a different UX, integration path, or price structure without leaving this niche.

    Primary pick

    Innovatiana

    Open profile
  • Free-tier friendly

    Kami Home is flagged with free access in our listing — ideal for proof-of-value before you commit to a paid plan.

    Primary pick

    Kami Home

    Open profile

Scan the shortlist

18 AI tools in this collection

Depth layer

In-depth tool notes

Structured pros, cons, and positioning for each pick on this page — designed for scanners and AI-overview style summaries alike.

HoneyDo: Speak, Snap and Shop

Rated 5.0/5 · ~75.0k visits/mo

Full profile

HoneyDo is an AI-powered grocery list app designed to simplify shopping by allowing users to create lists through voice commands and image recognition. It enables shared lists, real-time syncing, and easy editing, making grocery shopping more efficient and collaborative.

Pros

  • Simplifies grocery list creation with voice and image recognition
  • Enables real-time collaboration with shared lists
  • Offers a user-friendly interface
  • Supports multiple languages
  • Allows for easy editing and updating of lists

Cons

  • Limited free usage (5 voice memos, 3 Pic to Pick images)
  • Requires a subscription for unlimited use
  • Accuracy of voice and image recognition may vary

Tags: Grocery list, AI shopping, Voice recognition, Image recognition, Shared list, Shopping app, List management, AI assistant

Innovatiana

Rated 5.0/5 · ~74.0k visits/mo

Full profile

Innovatiana is a data labeling outsourcing company that focuses on providing high-quality datasets for AI models, including Machine Learning, Deep Learning, LLM, VLM, RAG, and RLHF. They offer ethical data annotation services for image, audio, video, and text data. Innovatiana differentiates itself by recruiting and training its own team in Madagascar, ensuring fair wages, good working conditions, and career development opportunities. They avoid crowdsourcing and prioritize data security and quality.

Pros

  • Ethical and inclusive outsourcing model with fair wages and good working conditions.
  • High-quality data labeling with trained data labelers and quality assurance processes.
  • Flexible pricing with no subscription fees.
  • Secure data handling and confidentiality.
  • Customized solutions tailored to specific project needs.
  • Support for various data types and formats.

Cons

  • May not be suitable for projects requiring immediate turnaround due to the training and quality assurance processes.
  • Limited geographic focus on Madagascar, which might not align with all data localization requirements.

Tags: Data Labeling, Data Annotation, AI Training Data, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, RLHF

AnyClip

Rated 5.0/5 · ~73.7k visits/mo

Full profile

AnyClip is an AI-powered video management platform transforming traditional videos into high-performance assets using visual intelligence technology. Their SaaS platform revolutionizes video management, distribution, analytics, and monetization. AnyClip's Visual Intelligence™ Platform is revolutionizing how videos do business. They power advanced video products so smart, they’re Genius.

Pros

  • AI-driven automation of video workflows
  • Enhanced video engagement through personalized experiences
  • Monetization opportunities with AI-driven ad marketplace
  • Comprehensive video analytics

Cons

  • Pricing details require contacting sales
  • Complexity of AI integration may require technical expertise
  • Potential dependency on AI accuracy for content analysis

Tags: AI video platform, Video management, Video monetization, Visual intelligence, Video analytics, Content automation, In-video search, Ad marketplace

Anthropics Technology

Rated 5.0/5 · ~73.0k visits/mo

Full profile

Anthropics Technology Ltd is a company specializing in AI-driven image editing software and solutions. They offer a range of products, including PortraitPro, PortraitPro Body, LandscapePro, and Smart Photo Editor, catering to both individual users and businesses. Their technology focuses on facial recognition, image processing, digital makeup, and virtual try-on experiences, particularly within the fashion and e-commerce industries.

Pros

  • AI-driven automation for quick and easy editing
  • Specialized tools for portraits, bodies, and landscapes
  • Professional-quality results
  • Integration with Photoshop via Smart Filter (Studio editions)
  • Batch processing capabilities (Studio Max edition)

Cons

  • Software may be expensive depending on the edition
  • Requires downloading and installing software
  • Some features are limited to specific editions
  • Cookie consent management can be intrusive

Tags: AI image editing, Photo retouching, Portrait editing, Landscape editing, Body editing, Facial recognition, Image processing, Digital makeup

Rossum

Rated 5.0/5 · ~69.1k visits/mo

Full profile

Rossum is an AI document processing platform designed to automate complex transactional workflows. It reduces manual tasks, increases accuracy, and drives efficiency by using AI to receive, understand, validate, augment, and trigger actions based on transactional documents. The platform is trained on millions of transactional documents and offers end-to-end automation, from reading and answering emails to document approvals. It integrates seamlessly with downstream systems like SAP, Coupa, NetSuite, Workday, and Microsoft Dynamics.

Pros

  • Reduces manual workload
  • Increases accuracy
  • Drives efficiency
  • Provides real-time insights
  • Seamless integration with existing systems
  • AI learns from user feedback

Cons

  • Requires initial setup and configuration
  • Pricing can be a barrier for smaller businesses
  • Reliance on AI may require occasional human intervention

Tags: AI document processing, Document automation, Intelligent document processing, Accounts payable automation, Order management, Customs clearance, Data extraction, Workflow automation

Productify.ai

Rated 5.0/5 · ~67.5k visits/mo

Full profile

Productify.ai is an AI-driven content generation tool designed to create engaging and accurate product content in seconds. It helps increase store sales by generating marketing descriptions, features, benefits, and SEO tags for products. It offers API and imports for scalability, summarizing and rewriting existing content, and extracting key data from product packaging.

Pros

  • Expert AI purpose-built for eCommerce
  • Fast and scalable content generation
  • Customizable output to match brand voice
  • Deep integrations via APIs
  • Reliable and accurate product information
  • Generates three variations of content for each request
  • Minimizes 'hallucinated' facts
  • Maintains consistent brand voice

Cons

  • Pay-as-you-go pricing may become expensive for high-volume users
  • Requires credits for each operation
  • May not be suitable for businesses needing completely free solutions

Tags: AI content generation, eCommerce content, Marketing descriptions, SEO keywords, Product listings, Content creation, Product data extraction, Nutritional table digitization

Kami Home

Rated 5.0/5 · ~67.3k visits/mo

Full profile

Kami Home offers a range of smart home security solutions, including cloud storage, security systems, and fall detection for seniors. It provides AI-powered alerts, 24/7 emergency response, and easy-to-use security cameras, all accessible through the Kami Home app.

Pros

  • Affordable and easy-to-use security solutions
  • Advanced AI detection capabilities
  • 24/7 emergency response with RapidSOS integration
  • Flexible subscription options
  • Mobile app for remote access and control

Cons

  • Some features require specific devices and subscriptions
  • Fall detection service only available in the US
  • Limited warranty on devices without protection plan

Tags: Home security, Security camera, Cloud storage, AI security, Fall detection, Emergency response, Smart home, Video surveillance

FaceSearch AI

Rated 5.0/5 · ~66.6k visits/mo

Full profile

FaceSearch AI is an advanced face recognition search engine, a reverse image search tool, and a photo search mechanism used to find which websites publish your photos online. It offers secure facial recognition and image search, acting as a Pimeyes alternative. The platform utilizes AI-powered search for visual and biometric searches, providing privacy protection and advanced search capabilities.

Pros

  • Accurate facial recognition
  • Secure data protection protocols
  • Extensive and constantly updated database
  • Fast real-time analysis
  • User-friendly interface

Cons

  • Subscription required for full access
  • Search capabilities are limited by the chosen plan
  • Accuracy depends on the quality of the uploaded image

Tags: facial recognition, reverse image search, privacy protection, image search, AI-powered search, visual search, face lookup, face identification

SocialFinder.ai

Rated 5.0/5 · ~66.4k visits/mo

Full profile

SocialFinder uses cutting-edge AI to quickly scan the web, locate social media profiles, determine image geolocation, and verify if the person you're talking to is who they say they are. It lets you find anyone online with a single photo.

Pros

  • Quickly finds social media profiles and digital footprints
  • Uses AI for efficient and accurate searches
  • Offers location prediction and identity tracing
  • Provides a secure and private search process

Cons

  • Accuracy of results may vary
  • Requires credits for searches, which may cost money
  • Limited information on how the credit system works

Tags: Face Reverse Image Search, Social Media Profile Finder, People Search Engine, Online Identity Verification, Digital Footprint Analysis, Social Media Investigation, Background Check Tool, AI-Powered People Search

GoPDF

Rated 5.0/5 · ~65.8k visits/mo

Full profile

GoPDF is an all-in-one PDF solution that offers a free online PDF editor and AI-powered PDF management tool. It allows users to edit, convert, compress, sign, merge, protect, crop, and interact with PDFs using advanced AI features. Whether for business or personal use, GoPDF streamlines PDF-related tasks.

Pros

  • All-in-one PDF solution with a wide range of tools.
  • AI-powered features for advanced PDF management.
  • User-friendly interface for seamless experience.
  • Accessible from anywhere with a responsive design.
  • No unnecessary downloads or software installations.
  • Free plan available with basic features.

Cons

  • Advanced features and increased usage limits require a premium plan.
  • Reliance on internet connectivity for online editing.
  • Copyright 2025, which may need updating.

Tags: PDF editor, Online PDF editor, AI PDF, PDF converter, PDF compressor, PDF signer, Merge PDF, Protect PDF

Sparkco AI Spreadsheet Agent

Rated 5.0/5 · ~62.9k visits/mo

Full profile

Sparkco AI Spreadsheet Agent transforms natural language into powerful spreadsheets instantly. It connects data from various sources like Stripe, QuickBooks, PointClickCare, and Epic, allowing users to build charts, pivot tables, and live formulas in seconds. The platform is HIPAA compliant with Business Associate Agreements (BAA) available for healthcare customers. It features smart context to remember conversations, goals, and data sources, and offers over 50 AI tools for formatting, data validation, web search, financial APIs, and SQL queries, all executing automatically. It also supports PDF OCR and direct database synchronization with PostgreSQL, MySQL, and Supabase.

Pros

  • Transforms natural language into complex spreadsheets, eliminating manual formula writing.
  • Extensive data integration capabilities with financial, healthcare, and database systems.
  • Automated data synchronization ensures real-time or near real-time updates.
  • HIPAA compliant with BAA available, suitable for sensitive healthcare data.
  • Comprehensive suite of AI tools for various spreadsheet tasks, from formatting to web search.
  • Smart Context feature enhances user experience by remembering conversation history and goals.
  • Free tier available for basic analysis and personal projects.
  • Supports export to common spreadsheet formats (Excel, CSV, Google Sheets).

Cons

  • Free tier has limitations on workbooks, data source connections, and token usage.
  • Advanced features like unlimited data sources, SQL queries, and PDF OCR are restricted to paid plans.
  • EHR system data syncs typically every 15 minutes, not always instant real-time.

Tags: AI spreadsheet, Spreadsheet automation, Natural language to spreadsheet, AI data analysis, Spreadsheet agent, Excel alternative, Google Sheets AI, Automated data sync

Papper

Rated 5.0/5 · ~60.0k visits/mo

Full profile

Papper is an innovative iOS application designed to make your life organized and productive. It allows you to turn handwritten notes into digital to-do lists, create and print out your own checklists, scan your progress directly from these lists, and gives access to an extensive range of pre-made checklists on various subjects. It syncs to-dos, handwritten or digital, using AI. You can write to-dos by hand and upload to the app, or print digital tasks and sync handmarks back.

Pros

  • Seamlessly syncs handwritten and digital tasks.
  • Utilizes AI for handwritten recognition and task management.
  • Offers stylish printouts for a tactile experience.
  • Provides pre-made checklists for various topics.
  • Integrates with Apple Reminders for enhanced task management.

Cons

  • Limited to iOS devices (iOS 16 and above).
  • Optional in-app purchases for additional features and content.
  • Reliance on AI for handwritten recognition may not be perfect.

Tags: To-do list app, Handwritten recognition, Task management, AI, iOS, Checklists, Productivity, Apple Reminders

Recipe Lens

Rated 5.0/5 · ~60.0k visits/mo

Full profile

Recipe Lens is an AI-powered app that identifies dishes from photos and creates personalized recipes from images of ingredients. It transforms photos into detailed recipes with AI, allowing users to identify any dish, create custom recipes from ingredients, and build a personal recipe collection. Users can save, organize, and cook with step-by-step guides.

Pros

  • Quick recipe identification using AI
  • Personalized recipe creation based on available ingredients
  • Easy recipe organization and management
  • Step-by-step cooking guides with timing and tips

Cons

  • Reliance on AI accuracy for recipe identification
  • Effectiveness depends on the quality of the photo
  • May require a subscription for full access to features

Tags: AI recipe identification, AI recipes, Food recognition, Personal recipe collection, Cooking app, Ingredient-based recipes, Recipe organization, Cooking guides

MealSnap: AI meal log journal

Rated 5.0/5 · ~60.0k visits/mo

Full profile

MealSnap: AI meal log journal, also known as Foodie, is an iPhone app designed to simplify meal logging and calorie tracking using AI. It allows users to log meals by simply taking a photo, with the AI automatically recognizing and logging the food. It provides nutritional information, progress tracking, and insightful reports to help users achieve their dietary goals, whether it's weight loss, weight gain, or maintaining a balanced diet.

Pros

  • Easy meal logging with AI-powered photo recognition
  • Provides detailed nutritional information
  • Offers progress tracking and insightful reports
  • Supports various dietary needs (carnivore, keto, vegan, etc.)
  • User-friendly interface

Cons

  • Requires iOS 13.4 or later
  • In-app purchases for subscription features
  • Privacy practices may vary based on usage and age
  • Accuracy of AI recognition may vary

Tags: Meal logging, Calorie tracking, AI food recognition, Diet tracking, Nutrition tracking, Health & Fitness, Weight loss, Diet analysis

TopPDF

Rated 5.0/5 · ~59.9k visits/mo

Full profile

TopPDF provides fast, reliable, and efficient AI-powered PDF tools. Trusted by over 8 million users worldwide, it simplifies your workflow by enabling you to edit, translate, compress, and convert PDFs effortlessly. It offers a range of tools including PDF editing, translation, compression, merging, splitting, and conversion to and from various formats like Word, Excel, PPT, and JPG.

Pros

  • Wide range of PDF tools in one place.
  • AI-powered features for enhanced functionality.
  • Easy to use interface.
  • No software download required for many functions.
  • Supports multiple languages.
  • Trusted by millions of users.

Cons

  • Pricing information not readily available.
  • Some features may have limitations without a paid subscription.

Tags: PDF editor, PDF converter, PDF translator, PDF compressor, PDF merger, PDF splitter, PDF signature, Grammar checker

ComplyCube

Rated 5.0/5 · ~59.6k visits/mo

Full profile

ComplyCube is an award-winning, all-in-one platform for automating and simplifying Identity Verification (IDV), Anti-Money Laundering (AML), and Know Your Customer (KYC) compliance. It offers a top SaaS & API platform for digital Identity Verification, AML compliance, and KYC, allowing users to verify customer identities in seconds.

Pros

  • All-in-one platform covering various compliance needs
  • Global coverage with support for 220+ countries
  • Flexible integration options (SaaS & API)
  • Multi-layered online identity verification
  • Independently verified security & compliance

Cons

  • Pricing may vary based on usage and specific needs (contact for bespoke pricing)
  • Cookie consent requirements may add complexity to website integration

Tags: Identity Verification, AML, KYC, KYB, Compliance, Fraud Prevention, Global Screening, Due Diligence

Imagga

Rated 5.0/5 · ~58.6k visits/mo

Full profile

Imagga Image Recognition API provides solutions for image tagging & categorization, visual search, content moderation. Available in the Cloud and On-Premise. Plans available to suit all needs. Subscription plans based on API calls.

Pros

  • Comprehensive image recognition solutions
  • Available in the cloud and on-premise
  • Customizable machine learning technology
  • Multiple API solutions

Cons

  • Pricing based on API calls may become expensive for high-volume users
  • Requires technical knowledge to integrate the API

Tags: Image Recognition API, Computer Vision, Image Tagging, Image Categorization, Visual Search, Content Moderation, Facial Recognition, Custom Training

FormX.ai

Rated 5.0/5 · ~57.5k visits/mo

Full profile

FormX.ai leverages AI technology to automate data extraction from various documents, such as receipts, bank statements, identity documents, etc., for businesses to improve operational efficiency, reduce human errors, and decrease costs of manual data entry. Users can batch extract data from documents and obtain structured data, either as JSON or CSV, that can be used directly by other systems. Moreover, FormX can also be integrated effortlessly with other software for a smoother workflow.

Pros

  • Improved operational efficiency
  • Reduced human errors
  • Decreased manual data entry costs
  • Seamless integration with existing systems
  • Continuous accuracy improvement
  • Support for various document types
  • Flexible API-powered future

Cons

  • Accuracy depends on document quality
  • Potential latency in processing
  • Pricing can vary based on usage and features
  • Requires some setup and integration effort

Tags: Intelligent Document Processing, Data Extraction, OCR, Document Automation, AI, Machine Learning, Invoice Processing, Receipt Scanning

Power users

Feature matrix

High-level signals from our directory record. “Tag” columns are substring matches on vendor tags — confirm on each tool page before relying on them for procurement.

ToolFree tierRatingTraffic/moProfile
HoneyDo: Speak, Snap and ShopNo5.075.0k Open
InnovatianaNo5.074.0k Open
AnyClipNo5.073.7k Open
Anthropics TechnologyNo5.073.0k Open
RossumNo5.069.1k Open
Productify.aiNo5.067.5k Open
Kami HomeYes5.067.3k Open
FaceSearch AINo5.066.6k Open
SocialFinder.aiNo5.066.4k Open
GoPDFYes5.065.8k Open
Sparkco AI Spreadsheet AgentYes5.062.9k Open
PapperNo5.060.0k Open
Recipe LensNo5.060.0k Open
MealSnap: AI meal log journalNo5.060.0k Open
TopPDFNo5.059.9k Open
ComplyCubeNo5.059.6k Open
ImaggaYes5.058.6k Open
FormX.aiYes5.057.5k Open

Pros & cons of this shortlist

Pros: You get a density of image analysis tools that already passed category matching and ranking signals, which cuts research time versus open-ended search. About 5 entry/entries advertise free access in our data — useful for pilots.

Cons: Any directory view lags vendor roadmaps. Pricing chips and tags are not legal commitments — enterprise buyers should still run security review and contract redlines off each official site.

Pricing analysis

Below is a roll-up of how vendors in this image analysis cluster label themselves in our directory. Treat it as a scanner-friendly shortcut — not a substitute for checkout-page verification.

6 months · $12.99/month1 year · $17.99/yearBusinessGrowthEssentialStarter · $18,000/yearEnterpriseUltimate · /yearENTRY · $3.33/monthPLUS · $10.83/monthSTANDARD · $8.33/monthBasic · $7.77/monthProfessional · $19.95/monthPremium · $14.20/month

Chips summarize tier + price from each record (vendor long copy omitted here). Currency and terms can change without notice.

How we tested and maintain this list

Computer vision has moved from research notebooks into mission-critical pipelines.

We re-check pricing labels and positioning quarterly (or sooner when a vendor ships a materially new SKU). Tools must remain discoverable under this collection’s category scope.

We do not accept payment to appear in a curated ranking slot; sponsored inventory, if any on the wider site, is labeled separately from editorial ordering on this page.

Who should use this collection

  • Builders shipping image analysis workflows weekly

    You need repeatable quality, clear upgrade paths, and pricing that scales with seats or usage. Prioritize tools with strong ratings and transparent tiers in the matrix below.

  • Teams standardizing procurement

    You will care about auditability: capture screenshots of pricing pages, confirm SSO or data residency on vendor sites, and shortlist 2 finalists from the comparison table.

  • Solo operators optimizing spend

    Start from the free-tier column, validate output on your own assets, then upgrade only when a tool clears a hard ROI bar.

Alternatives & next steps

Not an exact fit for “AI Image Analysis & Computer Vision Tools (2026)”? Browse adjacent hubs below or jump to the full category — often the best “alternative” is a neighboring workflow, not a me-too clone.

Browse the complete image analysis category to find adjacent products that did not fit this editorial framing.

Was this roundup helpful?

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Latest updates

  1. Layout refreshed: added comparison, matrix, FAQ, and methodology modules for deeper topical coverage.

FAQ

How were tools chosen for “AI Image Analysis & Computer Vision Tools (2026)”?
OCR, object detection, moderation, visual search — the vision stack for production workloads. We rank candidates using on-site signals (traffic, ratings, pricing labels) within the image analysis taxonomy, then editors shortlist for practical workflows.
Which tools should I try first?
Look at HoneyDo: Speak, Snap and Shop, Innovatiana, AnyClip first — they currently lead this list’s scoring. Your final pick should still depend on stack, budget, and compliance needs.
Does this page include free image analysis tools?
Where available, free tiers are called out in the comparison table. This collection includes 1118 tools matching the stated filters — not all offer a permanent free plan.
How often is this list updated?
We revise curated lists as product positioning and pricing change. See the “Latest updates” section on this page for the freshest editorial notes.

Keep exploring

This page is a focused hub — the parent category contains the full competitive set and more filters.