Alternatives to SAFR

Lenso.ai, a tool for AI image searches, allows you to search for images based on your interests. Lenso.ai uses advanced AI technology to allow you to search for images, places, people, duplicates and related images. Lenso.ai reverse image search is more accurate and efficient than traditional image searches. Lenso.ai, an AI-powered reverse imaging tool, analyzes the image you are searching for quickly, identifying only the best matches. Searching by image is easy with lenso.ai, and it doesn't require any special skills or knowledge. Reverse image search is designed to fit diverse needs, whether you're a professional photographer looking for different places/landscapes/landmarks, a marketer searching for related or similar images, an enthusiast exploring the duplicates/copyright or you want to protect your privacy using face search.

Kognition provides advanced AI-driven security technology that offers continuous, vigilant force multiplication at a fraction of the expense of conventional security solutions. Integrating seamlessly with existing systems, we empower organizations to actively detect threats (like weapon displays and crowd formation) and notify your security team about the presence of restricted individuals and VIPs. Kognition lowers IT expenditures and reduces the need for extra security personnel while enhancing incident response efficiency and delivering thorough security reporting and visibility for K-12+, commercial real estate, regulated sectors, and beyond.

Amazon Rekognition allows you to easily add image and video analysis into your applications using proven, highly-scalable, deep learning technology that does not require any machine learning expertise. Amazon Rekognition allows you to identify objects, people and text in images and videos. It also detects inappropriate content. Amazon Rekognition can also be used to perform facial analysis and facial searches. This is useful for many purposes, including user verification, people counting, public safety, and other uses. Amazon Rekognition Custom Labels allow you to identify objects and scenes in images that meet your business requirements. You can create a model to help you classify machine parts or detect plants that are sick. Amazon Rekognition Custom Labels does all the heavy lifting for you.

AutoML Vision provides insights from images at the edge and cloud. Pre-trained Vision API models can also be used to understand text and detect emotion. Google Cloud offers two computer vision products, which use machine learning to help understand your images with an industry-leading prediction accuracy. Automate the creation of custom machine learning models. Upload images, train custom image models using AutoML Vision's intuitive graphical interface, optimize your models for accuracy and latency, and export them to your cloud application or to a range of devices at the edge. Google Cloud's Vision API provides powerful pre-trained machine-learning models via REST and RPC APIs. Assign labels to images and classify them quickly into millions of predefined groups. Detect faces and objects, read printed and handwritten texts, and add valuable metadata to your image catalog.

Deep learning algorithms offer the best accuracy and speed on the market. No development costs required to implement cutting-edge vision automation. Intuitive web interface allows you to create powerful and custom image recognition programs. We constantly improve the underlying machine-learning algorithms to keep you up-to date. Create a custom neural network that recognizes your images. Ximilar acquired Vize to make it faster, more efficient, and add business-critical features. Visit the Ximilar Homepage for more information.

By embedding vision capabilities into your apps, you can increase content discovery, automate text extract, analyze video in real-time, and create products that more people will use. Visual data processing can be used to identify content with objects and concepts. It can also generate image descriptions, extract text, and moderate content. It can also be used to understand people's movements in physical spaces. You don't need to have any machine learning skills.

Image recognition technology that gives you a complete understanding of your digital media. Our on-device computer vision system can provide a response time of less that 250ms. This is 4x faster than our API and doesn't require an internet connection. By simply scanning their phones around a room, users can identify objects in that space. This feature is exclusive to our on-device platform. Privacy concerns are almost eliminated by removing the requirement for data to be sent from the end-user device. Our API takes every precaution to protect your privacy. However, our on-device model raises security standards significantly. CloudSight will send you visual content. Our API will then generate a natural language description. Filter and categorize images. You can also monitor for inappropriate content and assign labels to all your digital media.

Get real-time shopper insights. Measurable customer satisfaction. Find out who your customers are. Our Face Analysis Technology empowers brick-and-mortar stores with anonymous shoppers' insights in real-time to optimize customer experiences and daily retail operations. Check out our recommendations. Smarter in-store experiences will increase customer satisfaction and engagement. We all want to increase customer engagement. A satisfied customer is a returning customer. Our software gives you real-time insight into your shoppers' demographic profile and interest. Know who your customers are and optimize everything, from shelf-level displays, to store layouts based on customer behavior. Are you reaching your target audience? These questions can be answered with our software.

Deep Block is a no-code platform to train and use your own AI models based on our patented Machine Learning technology. Have you heard of mathematic formulas such as Backpropagation? Well, I had once to perform the process of converting an unkindly written system of equations into one-variable equations. Sounds like gibberish? That is what I and many AI learners have to go through when trying to grasp basic and advanced deep learning concepts and when learning how to train their own AI models. Now, what if I told you that a kid could train an AI as well as a computer vision expert? That is because the technology itself is very easy to use, most application developers or engineers only need a nudge in the right direction to be able to use it properly, so why do they need to go through such a cryptic education? That is why we created Deep Block, so that individuals and enterprises alike can train their own computer vision models and bring the power of AI to the applications they develop, without any prior machine learning experience. You have a mouse and a keyboard? You can use our web-based platform, check our project library for inspiration, and choose between out-of-the-box AI training modules.

The 3DiVi Omni Platform is a robust face recognition solution designed for processing and analyzing images and video streams with features like face detection, tracking, and identification. It supports advanced capabilities such as identifying faces from control lists, recognizing partially covered or masked faces, and offers seamless integration through an API and a user-friendly admin web interface. Built for high performance, the platform efficiently handles large-scale databases and is ideal for applications like access control and video analytics. With deployment flexibility, it supports both cloud and on-premise environments across various operating systems. Additionally, the Omni Platform provides services such as implementation assistance, market analysis, and flexible licensing options, ensuring a smooth and tailored deployment process for clients.

Our fully managed solution makes it easy to create training datasets for computer-vision models. Data labeling is a key factor in creating effective deep learning models. We aim to be the industry's most trusted data labeling platform, helping companies fully take advantage of AI's potential. You can organize your media using discrete categories. You can identify items of interest using one or more bounding boxes. Similar to bounding boxes but with more precision. You can annotate objects with precise width, depth, height. Each pixel in an image should be classified. Each point in an image should be marked. Annotate straight lines within an image. Measure, yaw and pitch the item of interest. Annotate timestamps in audio and video content. Annotate lines that are not defined in an image.

The best platform for the entire lifecycle of computer vision. You can go from image annotation to precise neural networks in 10x less time. Our best-in-class data labeling software transforms images, videos, and 3D point clouds into high-quality training data. You can train your models, track experiments and visualize the results. Our self-hosted solution guarantees data privacy, powerful customization capabilities and easy integration into any technology stack. Computer Vision is a turnkey solution: multi-format data management, quality control at scale, and neural network training in an end-to-end platform. Professional video editing software created by data scientists for data science -- the most powerful tool for machine learning and other purposes.

Always know who is at your front door. Face Recognition Edge AI from Xailient allows users to recognize faces so they can always see who is visiting. CVOps describes the enterprise's business process, the job role and the enabling tools to deliver Computer Vision in production. Orchestrait is the first privacy-safe Face Recognition software that uses cutting-edge Edge AI technology to ensure compliance with privacy laws and biometric data protection laws in all jurisdictions. Collect data in an ethical and targeted manner. Privacy Safe Data Collection allows you to only collect the data you need. Xailient Edge AI technology can detect something approaching your home as far as 8 meters away. Motion detection is a first step in completing further detection analyses.

Eden AI streamlines the utilization and implementation of AI technologies through a unique API, seamlessly linked to top-tier AI engines. We value your time, sparing you the hassle of choosing the ideal AI engine for your project and data. Forget about waiting for weeks to switch your AI engine – with us, it's a matter of seconds, and it's completely free. Our commitment is to secure the most cost-effective provider without compromising performance quality.

Prisma's facial identification system can identify or verify a person using a digital image or a frame from a source video. Facial recognition systems can be used in many ways. However, the basic principle is to compare selected facial features of an image with faces in a database. It can also be described as a biometric AI-based application that can uniquely identify someone by analysing patterns based on facial textures and shapes. The print content would serve as a marker and match the reference image. Image recognition engines can be used to market the brand by linking logos to ads, websites, or information. The process of taking images from mobile devices and matching them with a reference image. Prisma has now made the same image recognition algorithms available for applications, drawing on its many years of experience with image recognition.

An automated watchlist alerting system that identifies persons and their contact history in real time and historically, while protecting the identity and privacy of bystanders. Touchless access control that uses facial recognition to provide secure entry points for authorized persons. This improves safety from the outside in. Access to restricted areas is made frictionless by privacy-compliant and spoofproof facial recognition. Face recognition is used to verify authorization and eliminate the need to touch any surface while entering a controlled area. Recognition software instantly identifies people and stops bottlenecks. You can deploy quickly and integrate seamlessly with your existing access control system. You can create digital barriers that are enforceable and don't require permanent structures. Get instant alerts when someone is identified.

Large storage for video to be stored locally for up to 30 days. This ensures data security. Few examples are required to train AI and make it deployable in minutes. Real-time reports are available to provide the necessary metrics for different stakeholders. Cybersecurity is maintained at factory firewall level. Privacy protection for workers, including face blurring where appropriate. No facial recognition. Scalable across factories with low infrastructure requirements. Easy to integrate with most enterprise software. We are committed to providing human-centric solutions that improve work conditions and protect workers' privacy. No facial recognition is allowed; only aggregated metrics can be used. It takes only one click to blur operators' faces without affecting AI performance.

piXserve™, an enterprise class application, automatically creates a searchable index for visual content in media files. piXserve scans digital images, videos, and stores searchable descriptions. It also assigns keywords to items it recognizes. piXserve can recognize faces, scenes, objects, and text strings in a variety languages. PiXserve can be used to search your archived media or your live video sources. PiXserve can help you identify, flag, and track content. PiXserve can help you find relationships between content of different types and sources. Integrate piXserve functionality in your analytical pipeline to improve your understanding of events and situations and your ability to make actionable forecasts. The foundation for a wide range of uses is provided by a comprehensive set of capabilities and features.

EV Lib is an embedded vision software library that uses deep learning and AI. It includes functionalities for people and vehicles, object detection, identification tracking, 3D pose estimation, and vehicle and object tracking.

Numina measures all types of curb-level activity. Numina provides anonymous and aggregate data on the traffic behavior of pedestrians and other street objects. To understand street traffic safety and environmental conditions. To create a data utility that transforms streets into a developer platform. Numina was created to protect privacy as a fundamental principle. Our sensors use onboard computing for pre-processing and then erasing imagery. This results in anonymized and secure datasets. Numina is the only street-specific computer vision sensor that was designed to provide Intelligence and Surveillance. While everyone wants more livable areas, few people agree on how to achieve them. There are many ways to improve our communities. We are a data-driven company that helps cities find the right answers faster and more equitable.

Folio3 has a dedicated team of Data Scientists and Consultants who have completed end-to-end projects in machine learning, natural language processing and computer vision. Companies can now use highly customized solutions with advanced Machine Learning capabilities thanks to Artificial Intelligence and Machine Learning algorithms. Computer vision technology has revolutionized the way companies use visual content. It has also made it easier to analyze visual data and introduced new functions that are image-based. Folio3's predictive analytics solutions produce fast and effective results that allow you to identify anomalies and opportunities in your business processes.

FortressIQ is the industry's most advanced process-intelligence platform. It allows enterprises to decode work and transform experiences. FortressIQ combines innovative computer vision with artificial intelligence to provide unprecedented process insights. It is extremely fast and delivers detail and accuracy that are unattainable using traditional methods. The platform automatically acquires process data across multiple systems. This empowers enterprises to understand, monitor and improve their operations, employee and customer experience, and every business process. FortressIQ was established in 2017 and is supported by Lightspeed Venture Partners and Boldstart Ventures as well as Comcast Ventures and Eniac Ventures. Continuously and automatically identify inefficiencies and process variations to determine optimal process paths and reduce time to automate.

Make your own mobile app with image recognition technology. There are many interaction options.

This is the standard platform for counting people. Density's anonymous and real-time occupancy system allows you to safely reopen your building. Density is anonymous in design. Density is anonymous at the source, unlike other systems. If we wanted to, we can't track or fingerprint you.

Whether you want to sell more spare parts, support your parts desk and hotline team. or drive maintenance efficiency, Partium can help with that. 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.

Nanonets makes it easy to adopt self-service artificial Intelligence by facilitating adoption. You can easily build machine learning models using minimal training data and no prior knowledge of machine learning. We offer the most accurate models at Nanonets. We are always there.

Alibaba Cloud Image Search is an intelligent search service that allows users to find similar images. The product is based on machine learning and deeplearning and allows end-users upload a photo or a screenshot to search for desired products and fulfill other requests.

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 building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

SuperAnnotate is the best platform to build high-quality training datasets for NLP and computer vision. We enable machine learning teams to create highly accurate datasets and successful pipelines of ML faster with advanced tooling, QA, ML, and automation features, data curation and robust SDK, offline accessibility, and integrated annotation services. We have created a unified annotation environment by bringing together professional annotators and our annotation tool. This allows us to provide integrated software and services that will lead to better quality data and more efficient data processing.

We make it easy for you to add superhuman computer vision into your applications, devices, and processes to give yourself an unassailable competitive edge.

Virus API allows you to scan files and identify security problems with content. A Virus Scanning and Reverse Proxy Server protects your web application and web APIs from viruses uploaded automatically. Protect any object or file in Google Cloud Platform (GCP), Cloud Storage automatically from viruses and malware. Protect any SharePoint Document Libraries and Sites from malware and viruses automatically, without code changes, in real-time. Our advanced Deep Learning OCR APIs allow you to convert scanned documents and photos into rich text. Automatically unrotates and unskews the images when necessary. The validation APIs allow you to validate data. Verify that an E-mail address you receive is legitimate. Verify that the domain is legitimate. You can check the IP address and where it is located. The validation API provides all this information and more.

A class-agnostic, pixel-perfect automated annotation platform. Built for teams that have a lot of data and strict quality requirements but little time. Ground truth creation can be scaled up 10x. Collaborate with unlimited team members, annotators and seamlessly integrate into your deep learning pipeline. Create ground truth 10x faster with pixel-perfect annotations. Use V7's intuitive tools for labeling data and automating your ML pipelines. The ultimate image and Video Annotation Solution

From low quality or grainy video footage, identify faces, license plates, or create unclear content. Our Forensic video enhancement program can be used to create compelling evidence artifacts and video clips. Spotlight video and audio-redaction applications help to protect the identity of the innocent and comply with FOIA regulations. The MotionDSP product range includes industry-leading tools for advanced image processing, computer vision software, and government applications for public safety, security and government. We have helped customers extract crucial information from video since our original product launch more than 12 years ago. This includes law enforcement, military oil and gas, inspection services energy, transportation, and many other industries, such as the US Secret Service and NCIS.

Vue.ai, an end-to-end eCommerce platform, is trusted by more than 100+ retailers around the world, including Diesel, Nordstrom and Tata Cliq. Vue.ai is redefining retail with Artificial Intelligence. Vue.ai's products address the biggest problems in retail, using Visual AI and ML algorithms. Our AI platform is used to: Automated catalog management Automated image moderation for marketplaces Automated on-model imagery AI-enabled styling & outfitting AI-enabled dynamic 1:1 personalization Personalized shopper journeys

Abacus.AI is the first global end-to-end autonomous AI platform. It enables real-time deep-learning at scale for common enterprise use cases. Our innovative neural architecture search methods allow you to create custom deep learning models and then deploy them on our end-to-end DLOps platform. Our AI engine will increase user engagement by at least 30% through personalized recommendations. Our recommendations are tailored to each user's preferences, which leads to more interaction and conversions. Don't waste your time dealing with data issues. We will automatically set up your data pipelines and retrain the models. To generate recommendations, we use generative modeling. This means that even if you have very little information about a user/item, you won't have a cold start.

Satim offers a unique AI-based solution for object detection and classification using Synthetic Aperture Radar satellite imagery. Satim has developed a highly accurate simulation for generating synthetic signatures. The simulator allows us simulate a signature for any object or SAR system. The simulator allows us to add new object types and train our AI model to classify with 90% accuracy in days. Our proprietary SAR data simulation allows us to quickly expand the models to detect and classify different objects. This ensures adaptability and flexibility to meet the challenges and changing needs of the military, government and commercial sectors. We work with the top Synthetic Aperture Radar sensor providers in the world, bringing together cutting-edge technology and unmatched expertise. Our global network of partners is focused on advancing the space industry and defense.

Our modern AI-powered computer vision platform enables brick and mortar retailers to have autonomous checkout. Grab and go! Customers can simply walk in, grab what is needed, and then leave. Standard's AI-powered and computer vision-powered solution can be quickly and easily integrated into existing retailers' stores. Standard's technology represents a huge leap forward for retailers looking to implement autonomous checkout but don't want new stores. Standard does not use facial recognition or any other biometrics. All of our deployments are done on-premise to ensure maximum security and performance for customers and retailers. Standard's solution is camera first, without any turnstiles or gates. This means that customers and businesses are not disrupted by the installation. Standard believes that happy customers are the key to good retail.

Veryfi OCR API extracts and categorizes details from unstructured consumer invoices and purchase receipts down to line items (SKU level purchase data) at large scale, without the need for traditional limitations such as templates or humans in-the-loop. Veryfi technology can be used straight out of the box. This means that there is no need for training, no human involvement, and no need to use templates. To provide instant value, all documents are processed in real time using Veryfis pre-trained machine model to process them. Veryfi's mission to liberate humanity from manual back-office work is his.

The most advanced In-Cabin Sensing solution to understand what's happening inside a vehicle. It measures the state of the vehicle and the driver, as well as the occupants, in real-time. This helps to improve road safety and create more comfortable mobility experiences. We help businesses understand their customers and consumers' feelings when they can't, or won't, say so. Businesses can improve customer experience and market campaigns by measuring unfiltered, unbiased responses. Our partner iMotions' solution gives you a complete view of human behavior. This research platform seamlessly integrates emotion recognition technology with biometric sensors. Affectiva's focus is on the advancement of its technology in key verticals such as automotive, media, audience analytics, social robotics, and customer analytics. iMotions is a platform that integrates our technology for academic researchers.

FaceFirst helps customers create safer communities and great customer experiences. FaceFirst is a platform that retailers, transportation agencies, law enforcement agencies, and other great organizations can use to prevent crime from happening and increase customer engagement and loyalty. FaceFirst is private, scalable, secure, and highly accurate. The platform allows for surveillance, customer engagement and access control. It also allows for desktop forensic face recognition capabilities. FaceFirst provides a robust API as well as an SDK that can be integrated into a variety systems and platforms. Scale without performance loss and share data across multiple locations. High performance even in challenging lighting conditions. Compatible with almost any camera provider or device that is camera-enabled. With robust API/SDKs, you can easily add face recognition to your existing applications.

Ambient.ai's computer vision intelligence transforms security tools, operations, and outcomes, allowing physical security teams to move from reactive to proactive operations. Computer vision is changing how humans and machines work together in the real world. Computer vision increases human productivity by automating repetitive tasks. We are a team consisting of computer vision and machine perception experts who apply cutting-edge research to the physical security needs of organizations. The trade-off between privacy and security is a false dichotomy. You can respect privacy while increasing group security. We don't and won't use facial recognition.

Paravision is a platform for computer vision developers that powers face recognition applications in mission-critical situations. Our SDK's, API's, and API's provide complete security and frictionless experiences. They are powered by an industry-leading feature list.

Create a custom computer vision model in minutes. AI Custom Vision is part of Azure AI services and allows you to customize and embed the latest computer vision image analysis in specific domains. Create frictionless customer experiences. Optimize manufacturing processes. Accelerate digital marketing campaigns. No machine learning knowledge is required. Set your model to recognize a specific object for your application. Easy to build your image identifier using the simple interface. Upload and label a few images to start training your computer vision models. The model will test itself and improve its precision as you add more images. Use customizable, built-in retail, manufacturing, or food models to speed up development. Minsur, the world's largest mine of tin, uses AI Custom Vision to achieve sustainable mining. You can rely on enterprise-grade privacy and security for your data.

Qwen2.5-VL is an advanced vision-language model in the Qwen series, offering improved visual comprehension and reasoning over its predecessor, Qwen2-VL. It can accurately interpret a wide range of visual elements, including text, charts, icons, and layouts, making it highly effective for complex image and document analysis. Acting as an intelligent visual agent, the model can dynamically interact with tools, analyze extended video content over an hour long, and identify key segments with precision. It also excels in object localization, generating bounding boxes or points with structured JSON outputs for various attributes. Additionally, Qwen2.5-VL supports structured data extraction from documents such as invoices, forms, and tables, benefiting industries like finance and commerce. Available in base and instruct versions across 3B, 7B, and 72B model sizes, it is accessible on platforms like Hugging Face and ModelScope for seamless integration.

IronYun Vaidio®, AI Vision Platform, delivers 30+ advanced AI video analysis functions to add an extra layer of superhuman intelligence to existing camera and videos infrastructure. Vaidio integrates with 28 leading video management systems and works with any IP camera. Vaidio AI accelerates the intelligence of real-time, video data, and forensic applications. These applications include intrusion, person and vehicle count, face and license plates recognition, vehicle make, model, loitering and crowding, PPE and weapon, smoke and fire recognition, and more. The Vaidio Platform won ISC West New Product Showcase Awards in the last three years for Commercial Monitoring and Loss Prevention.

Interplay Platform is a patented low-code platform with 475 pre-built Enterprises, AI, IoT drag-and-drop components. Interplay helps large organizations innovate faster. It's used as middleware and as a rapid app building platform by big companies like Circle K, Ulta Beauty, and many others. As middleware, it operates Pay-by-Plate (frictionless payments at the gas pump) in Europe, Weapons Detection (to predict robberies), AI-based Chat, online personalization tools, low price guarantee tools, computer vision applications such as damage estimation, and much more.

We combine data on people flow, emotions, and attention to analyze human behavior at the group and individual level. Our technology allows you decode complex human behavior and affective states in real-time using simple camera hardware. We offer both off-the shelf and custom solutions for a variety of industries. These solutions are developed and tested in collaboration with our clients and partners. Our algorithms can process any type video data, whether it is recorded video material, real-time inputs from industrial camera systems with high resolution or simple webcams.

IntelliSee, a real-time artificial (AI) risk mitigation tool, works 24/7/365 to detect threats and mitigate them before they occur. IntelliSee transforms your passive surveillance cameras into proactive tools for risk mitigation, so you can protect people, reputation and financial well-being. The majority of surveillance cameras are unmonitored today and used only to document incidents. Even when cameras are monitored by security staff, they are still performing a tedious and error-prone task on an unmanageable amount of screens. IntelliSee is a proactive solution that overlays and continuously scans your live surveillance feeds to detect potential threats. IntelliSee alerts you and your designated contacts instantly when a threat is detected.

Your cameras can be used to analyze people, vehicles, crowds, and other objects in real-time. Your cameras can anonymously measure people, vehicles, and crowds in real-time. In one step, you can gather smart metrics from your IP/security camera. We handle the rest. Our technology is compatible with many types of cameras and operating system around the globe. Your AdDashboard is always with you, whether you are on the move, at work, or anywhere else. Share metrics that are important to you and your customers with AdDashboard. Our reputation as the industry's most trusted measurement firm has been earned by our strict privacy and reliability policies. We understand that you need to be able to access, use, and integrate real-time data intuitively. So we made it easy. Our computer vision infrastructure is able to meet all client needs and ensures the highest performance, regardless of how it is implemented.

Alfi, Inc. engages in creating interactive digital out-of-home advertising experiences. Alfi uses artificial intelligence and computer vision in order to better serve ads. Alfi's Ai algorithm, which is proprietary to the company, can detect subtle facial cues and perceptual details in order to determine if potential customers are a good candidate for a product. The automation is completely anonymous and does not track, store cookies or use identifiable personal information. Ad agencies can access real-time analytics data, including interactive experiences, engagement, sentiment and click-through rates that are otherwise unavailable for out-of-home advertisers. Alfi, powered AI and machine learning, collects data that allows for better analytics and relevant content to improve the consumer experience.