SAFR Alternatives

Kognition delivers AI-powered security technology that ensures an always-on, always-aware force multiplier at a fraction of the cost of traditional security programs. Working within existing systems, we enable organizations to proactively monitor for threats (such as weapon presentation and crowd forming) and alert your security team to the presence of both restricted individuals and VIPs. Kognition reduces IT costs and the need for additional security staff while improving incident response times and driving comprehensive security reporting and visibility for K-12+, commercial real estate, regulated industries, and more.

Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to use. With Amazon Rekognition, you can identify objects, people, text, scenes, and activities in images and videos, as well as detect any inappropriate content. Amazon Rekognition also provides highly accurate facial analysis and facial search capabilities that you can use to detect, analyze, and compare faces for a wide variety of user verification, people counting, and public safety use cases. With Amazon Rekognition Custom Labels, you can identify the objects and scenes in images that are specific to your business needs. For example, you can build a model to classify specific machine parts on your assembly line or to detect unhealthy plants. Amazon Rekognition Custom Labels takes care of the heavy lifting of model development for you, so no machine learning experience is required.

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.

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.

Get real-time shopper insights. Measure customer satisfaction. Get to know who your converted customers are. Our Face Analysis Technology is empowering brick-and-mortar businesses with real-time, anonymous shoppers’ insights to help you optimize customer experiences and day-to-day retail operations. Check out our recommended products. Create smarter in-store experiences that maximize engagement and customer satisfaction. We all want to boost customer engagement because an engaged customer is a return customer. Our software provides you real-time insights into your shoppers’ demographic profile, interest, and behavior. Get to know who your converted customers are, optimize everything, from shelf-level displays to store layout based on customers’ behavior. Are you reaching your target audience? Our software can help you get answers to these questions.

Image recognition technology that provides true understanding of your digital media. With our on-device computer vision model, users can expect an average response time of less than 250ms. This is more than 4x faster than using our API and does not require an internet connection. Users can recognize objects in a space by simply scanning their phone around a room, eliminating the need to take individual pictures. This feature is unique to our on-device model. By removing the need for data to leave the end-user device, privacy concerns are virtually eliminated. While our API takes every precaution possible to protect your privacy and data, our on-device model raises the bar on security substantially. Send CloudSight your visual content, and our API will generate a natural language description in response. Filter and categorize images, monitor for inappropriate content, and automatically assign labels for all of your digital media.

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).

Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more. Google Cloud offers two computer vision products that use machine learning to help you understand your images with industry-leading prediction accuracy. Automate the training of your own custom machine learning models. Simply upload images and train custom image models with AutoML Vision’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud, or to an array of devices at the edge. Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.

The leading platform for entire computer vision lifecycle. Iterate from image annotation to accurate neural networks 10x faster. With our best-in-class data labeling tools transform your images / videos / 3d point cloud into high-quality training data. Train your models, track experiments, visualize and continuously improve model predictions, build custom solution within the single environment. Our self-hosted solution guaranties data privacy, powerful customization capabilities, and easy integration into your technology stack. A turnkey solution for Computer Vision: multi-format data annotation & management, quality control at scale and neural networks training in end-to-end platform. Inspired by professional video editing software, created by data scientists for data scientists — the most powerful video labeling tool for machine learning and more.

Create training datasets for computer vision models with our fully managed solution. We believe that data labeling is the most important factor in building effective deep learning models. We are committed to being the field's leading data labeling platform and helping companies take full advantage of AI's capabilities. Organize your media with discrete categories. Identify items of interest with one or many bounding boxes. Like bounding boxes, but with additional precision. Annotate objects with accurate width, depth, and height. Classify each pixel of an image. Mark individual points in an image. Annotate straight lines in an image. Measure, yaw, pitch, and roll of an item of interest. Annotate timestamps in video and audio content. Annotate freeform lines in an image.

Eden AI simplifies the use and deployment of AI technologies by providing a unique API connected to the best AI engines. Your time is precious: we take care of providing you with the AI engine best suited to your project and your data. No need to wait for weeks to change your AI engine. You can do it for free in a few seconds. We make sure to get you the cheapest provider while ensuring equal performance.

Always know who’s at your front door. Xailient’s Face Recognition Edge AI technology gives users the ability to recognize peoples’ faces, so they’ll always be able to see who’s visiting. CVOps is a category that describes the enterprise business process, job role, and enabling tools for delivering Computer Vision in production. Orchestrait is the world’s first privacy-safe Face Recognition solution that uses state-of-the-art Edge AI to ensure full compliance with biometric data and privacy protection laws across all jurisdictions. Collect data in a responsible and targeted way. Xailient’s Privacy Safe Data Collection technology allows you to collect only the data that you need. Xailient’s Edge AI technology will know that something is approaching the home from as far away as 8 meters. Motion detection is the first step to completing further detection analysis.

An automated watchlist alerting system that identifies persons of interest and their contact history in real-time and historically while protecting the identity of bystanders. A touchless access control solution that uses facial recognition to open guarded points of entry for authorized people, which improves safety from the outside in. Provide frictionless access to people who are authorized to enter a space through privacy compliant and spoof-proof face recognition. Eliminate the need to touch any surface when entering a controlled space by using face recognition to verify authorization. Stop bottlenecks with recognition software that identifies a person instantly. Deploy quickly and seamlessly integrate with the current access control system. Create enforceable, digital barriers without erecting permanent structures and get instant alerts when unauthorized people are identified.

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.

piXserve™ is an enterprise class application that automatically creates a searchable index of visual content in media files. piXserve scans digital images and videos, stores searchable descriptions of its contents, and assigns keywords to things it recognizes. piXserve can detect and recognize individual faces, objects, scenes, and text strings in a variety of languages. You can put piXserve to work on your archived media and on your live video sources. Use piXserve to help you discover, flag, and keep track of content. Let piXserve help you discover relationships between content from different sources and different types. Integrate piXserve functionality into your analytical pipeline and advance your understanding of events, situations, and ability to make actionable predictions. A comprehensive set of features and capabilities creates the foundation for solutions to a broad range of use cases.

Large storage to store video locally for 30+ days, ensuring data and security. Only a few examples are needed to train AI and deployable within minutes. Real-time reports to provide necessary metrics that are wanted by different stakeholders. Cybersecurity ensured on edge without leaving the factory firewall. Privacy protection for workers including face blurring when appropriate. No facial recognition. Scalable across the factories with low infrastructure requirements. Easy to manage and integrate with most existing enterprise software. We strive to deliver human-centric solutions that improve the working condition, as well as ensure the privacy of workers. Guaranteed 100% no use of facial recognition; aggregated metrics are all that matters. One easy click to blur the faces of operators without affecting the AI performance.

Numina measures all kinds of curb-level activity. Anonymously and in aggregate, Numina delivers the volume counts, paths, and traffic behaviors of travelers and objects in streets. To understand granular traffic safety, environmental conditions, and operational metrics in streets. To build a data utility that turns streets into a developer platform. Numina was designed to protect privacy as a foundational principle. Our sensors use onboard computing to pre-process and then erase imagery, resulting in datasets that are anonymous and secure. Numina is the only computer vision sensor solution purpose-built for streets and designed from Day 1 to provide Intelligence without Surveillance. Everyone wants more livable places, but few agree on how to get there. There are many ideas about how to improve our neighborhoods. We seek to help cities get to the right answer, faster and more equitably, with a data-driven approach.

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.

Create your own mobile application with image recognition technology. Choose from unlimited interaction possibilities.

FortressIQ enables enterprises to decode work, transform experiences, and enhance workflows with the industry’s most advanced process intelligence platform. Using innovative computer vision and artificial intelligence, FortressIQ delivers unprecedented process insights, extremely fast, and with detail and accuracy unattainable with traditional methods. The platform autonomously acquires process data at scale even as processes extend across systems, empowering enterprises to understand, monitor, and improve operations, employee and customer experiences, and every business process. FortressIQ was founded in 2017, and is backed by Lightspeed Venture Partners, Boldstart Ventures, Comcast Ventures, Eniac Ventures, M12 and Tiger Global. Pinpoint inefficiencies and process variations continuously and automatically to reveal optimal process paths and reduce time to automation.

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.

The standard platform for counting people. Safely reopen your building with Density's anonymous, real-time occupancy system. Density is anonymous by design. Unlike other systems, Density is anonymous at source. We can't fingerprint or track you if we wanted to.

Folio3 machine learning company has a team of dedicated Data Scientists and Consultants that have delivered end-to-end projects related to machine learning, natural language processing, computer vision and predictive analysis. Artificial Intelligence and Machine Learning algorithms have enabled companies to utilize highly-customized solutions equipped with advanced Machine Learning capabilities. Computer vision technology has scaled up visual data analysis, introduced new image- based functionalities and transformed the way companies from various verticals utilize visual content. Predictive analytics solutions offered by Folio3 produce effective and fast results, enabling you to identify opportunities and anomalies in your business processes and strategy.

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.com

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.

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.

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.

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.

A class agnostic, pixel perfect automated annotation platform. Built for teams with lots of data, strict quality requirements, and little time. Scale your ground truth creation 10x, collaborate with unlimited team members and annotators, and seamlessly integrate it into your deep learning pipeline. Generate Ground Truth 10x faster by creating pixel-perfect annotations. Use V7’s intuitive tools to label data and automate your ML pipelines. The ultimate image and video annotation solution.

Virus API lets you scan files and content for viruses and identify security issues with content. Protect your web application or web APIs automatically from virus uploads using a Virus Scanning Reverse Proxy Server. Automatically protect any objects and files in Google Cloud Platform (GCP) Cloud Storage from viruses and malware, with no code changes, in real time. Automatically protect any Document Libraries and Sites in SharePoint from viruses and malware, with no code changes, in real time. Leverage our advanced Deep Learning OCR APIs to convert scanned images of documents, and photos of documents into rich text. Automatically unrotates and unskews images when needed. The validation APIs help you validate data. Check if an E-mail address is real. Check if a domain is real. Check up on an IP address, and even where it is located. All this and much more is available in the validation API.

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

Identify faces, license plates, and unclear content from grainy or poor quality video footage. Create compelling evidence artifacts or video clips using our Forensic video enhancement application. Protect the identity of the innocent, comply with FOIA regulations, and highlight relevant visuals with our Spotlight video and audio redaction application. The MotionDSP product line includes industry leading tools for advanced image processing and computer vision software for public safety, security, government, and defense applications. Since initial product launch over 12 years ago, we have helped customers extract critical information from video across a wide variety of industries including law enforcement, military, oil and gas, forestry, inspection services, energy, transportation, and more, including: the US Secret Service, Scotland Yard, NCIS and many other agencies around the world.

Abacus.AI is the world's first end-to-end autonomous AI platform that enables real-time deep learning at scale for common enterprise use-cases. Apply our innovative neural architecture search techniques to train custom deep learning models and deploy them on our end to end DLOps platform. Our AI engine will increase your user engagement by at least 30% with personalized recommendations. We generate recommendations that are truly personalized to individual preferences which means more user interaction and conversion. Don't waste time in dealing with data hassles. We will automatically create your data pipelines and retrain your models. We use generative modeling to produce recommendations that means even with very little data about a particular user/item you won't have a cold start.

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.

Enabling autonomous checkout for brick & mortar retailers with our modern AI-powered computer vision platform. Just grab and go! Customers can walk in, grab what they need, and leave without waiting in line or stopping to scan and pay. Standard’s computer vision and AI-powered solution is the only one that can be quickly and easily installed in retailers’ existing stores. Standard’s technology is a giant leap forward for retailers who want autonomous checkout, but don’t want to build new stores to get it. Standard doesn't use any facial recognition or other biometrics. All of our deployments are on-premise to ensure maximum performance and security for retailers and their customers. Standard’s solution is camera-first, with no turnstiles or gates. That means simple and quick installs with no disruption to customers or the business. Standard believes good retail is predicated on happy customers having a great experience.

FaceFirst helps customers create safer communities, great customer experiences and personalized service through face recognition and AI. Using the FaceFirst platform, retailers, transportation centers, law enforcement agencies and other great organizations can stop crimes before they happen and improve customer engagement and loyalty. FaceFirst is highly accurate, scalable, secure and private. The platform enables a full range of surveillance, customer engagement, mobile, access control and desktop forensic face recognition capabilities. FaceFirst offers a robust API and SDK for integration into a variety of systems and platforms. Scale without performance loss, sharing data across unlimited locations. Maintains high performance with challenging angles and lighting conditions. Works with virtually any camera provider or camera-enabled device. Easily add face recognition into your existing application, with robust API/SDKs.

The leading In-Cabin Sensing solution that understands what is happening inside of a vehicle. It measures in real time, the state of the cabin, and that of the driver and occupants in it, to improve road safety and unlock personalized and more comfortable mobility experiences. We help businesses understand how their customers and consumers feel when they can’t or won’t say so themselves. By measuring unfiltered and unbiased responses, businesses can act to improve customer experience and marketing campaigns. Gain a holistic view of human behavior in your research with our partner iMotions' solution. Combined, this research platform seamlessly integrates emotion recognition technology and biometric sensors in one place. Affectiva is focused on advancing it’s technology in key verticals, automotive, media, audience and customer analytics, social robotics. Academic researchers should contact iMotions, who have our technology integrated into their platform.

Paravision provides a computer vision developer platform that powers face recognition applications serving mission-critical use cases. Our SDK's and API's enable comprehensive security and frictionless experiences and are powered by an industry-leading feature set. Our SDKs and Vision AI engines can be integrated into modern, secure infrastructure. We also build advanced solutions for identity-based security threats, like spoof attempts and deepfakes. Utilizing the most advanced AI frameworks and partnered with leading providers of hardware accelerators for AI and deep learning, Paravision delivers speed, scalability, and responsiveness while lowering operating costs. Paravision is proud to be a US-based leader in Vision AI. Whether in technical partnership, working through end-user challenges, or collaborating on market strategy, we strive to be dynamic, responsive, and focused on delivering excellence.

With Ambient.ai, computer vision intelligence is transforming security tools, operations & outcomes, moving physical security teams from reactive to proactive operations. From autonomous vehicles to robot chefs, computer vision is changing the way that humans & machines collaborate in the real world. By automating repeatable tasks, computer vision enables outsized gains in human productivity. We are a team of machine perception & security experts applying leading-edge computer vision research to the needs of physical security organizations. The privacy vs. security trade-off is a false dichotomy. You can respect individual privacy and increase group security. That’s why we don’t & won’t embrace facial recognition.

Create a custom computer vision model in minutes. Customize and embed state-of-the-art computer vision image analysis for specific domains with AI Custom Vision, part of Azure AI Services. Build frictionless customer experiences, optimize manufacturing processes, accelerate digital marketing campaigns, and more. No machine learning expertise is required. Set your model to perceive a particular object for your use case. Easily build your image identifier model using the simple interface. Start training your computer vision model by simply uploading and labeling a few images. The model tests itself on these and continually improves precision through a feedback loop as you add images. To speed development, use customizable, built-in models for retail, manufacturing, and food. See how Minsur, one of the world's largest tin mines, uses AI Custom Vision for sustainable mining. Rely on enterprise-grade security and privacy for your data and any trained models.

Interplay Platform is a patented low-code platform with 475 pre-built connectors (enterprise, AI, IoT, Startup Technologies). 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. It also helps companies to go to market with their digital solutions 10X to 17X faster than in old ways.

IronYun's Vaidio® AI Vision Platform delivers 30+ advanced AI video analytics functions to add a layer of superhuman intelligence and market leading accuracy to existing camera and video infrastructure. Vaidio works with any IP camera and integrates out of the box with 28 market leading video management systems. Vaidio AI accelerates and scales intelligence across real-time, forensic, and video data applications. These applications include intrusion detection, person and vehicle counting, face and license plate recognition, vehicle make and model, loitering, crowding, PPE, weapon, smoke, and fire recognition and more. In the past three years the Vaidio Platform has won ISC West New Product Showcase Awards for Commercial Monitoring, Loss Prevention, and Video Analytics.

IntelliSee is a real-time artificial intelligence (AI) risk mitigation platform working 24/7/365 to detect and mitigate threats before an incident occurs. IntelliSee turns your existing passive surveillance cameras into proactive risk-mitigation tools so you can protect your people, reputation, and financial well-being. Most surveillance today is unmonitored and used only for post-incident documentation. Even when cameras are monitored, overtaxed security staff are performing an error-prone and tedious task on an unmanageable number of screens. IntelliSee offers a reliable, proactive solution by overlaying and continuously scanning your live surveillance feeds for potential threats. When a threat is detected, IntelliSee instantly alerts designated contacts and systems to the nature and location of the threat so you can act.

We combine people flow, emotion, and attention data to analyze human behavior in groups and on the individual level. Our technology allows you to decode complex human affective states and behavior in real time using simple camera hardware. We offer off-the-shelf as well as custom solutions for a wide range of industries, developed and tested with established partners and clients. Our algorithms process any type of video data, including recorded video material or real-time input from high-resolution industrial camera systems or simple webcams.

Alfi, Inc. engages in creating interactive digital out-of-home advertising experiences. Alfi utilizes artificial intelligence and computer vision to better serve ads to people. Alfi’s proprietary Ai algorithm understands small facial cues and perceptual details that make potential customers a good candidate for a particular product. The automation works in a way that respects user privacy; without tracking, storing cookies, or using identifiable personal information. Ad agencies are empowered to examine real-time analytics data including interactive experiences, engagement, sentiment, and click-through rate that are otherwise unavailable to out-of-home advertisers. Alfi, powered by AI and machine learning, collects data to understand human behavior for improved analytics with relevant content for a better consumer experience.

Analyze people, crowds, vehicles, and other objects in real time with your cameras. Measure people, crowds, and vehicles anonymously in real time with your cameras. Gather smart metrics from your IP/security cameras in one step. Our technology works with several types of cameras and operating systems used around the world. On the go, at your desk or wherever you may go, your AdDashboard is with you all the time. View metrics that are important to your business and share them with customers. The strictest privacy and reliability methodologies have earned our reputation as the industry’s most trusted measurement company. We understand your need to intuitively access, utilize, and integrate our real-time data; so we made it effortless. Our computer vision infrastructure caters to all of our client’s needs, always ensuring the highest performance regardless of implementation.

A synthetic data platform for ML engineers to enable the development of more capable AI models. Simple APIs provide on-demand generation of perfectly-labeled, diverse, and photoreal images. Highly-scalable cloud-based generation platform delivers millions of perfectly labeled images. On-demand data enables new data-centric approaches to develop more performant models. An expanded set of pixel-perfect labels including segmentation maps, dense 2D/3D landmarks, depth maps, surface normals, and much more. Rapidly design, test, and refine your products before building hardware. Prototype different imaging modalities, camera placements, and lens types to optimize your system. Reduce bias in your models associated with misbalanced data sets while preserving privacy. Ensure equal representation across identities, facial attributes, pose, camera, lighting, and much more. We have worked with world-class customers across many use cases.

Voxel enables your security cameras to automatically identify hazards and high-risk activities in real-time, keeping employees safe and driving operational efficiencies. We add AI intelligence to security cameras to protect your employees, customers, and property. Providing you with real-time visibility into risks across your operation. Slips, trips, and falls are the major driver of premises and operations GL claims. Voxel can reduce this risk exposure significantly. In high-risk industries targeted by Voxel, an average of 10% of a company’s payroll is paid into WC costs. Voxel continously monitors the environment to reduce fire and CAT risk by ensuring appropriate safety measures. Customizable alerts to help prevent injuries & catch concerns as they happen. Understand trends and review activity reports to improve safety ratings. Our hardware connects directly to your existing NVR box, keeping your data secure and onsite.

You focus on creating amazing products while we manage your visual data. Our platform offers effortless integration with various data sources including local disks, network file systems, and major cloud providers such as AWS, GCP, and Azure. Visual Layer automatically scans your entire dataset, whether 10K or 50B images, and continuously provides insights into your data while alerting you to possible quality issues in your dataset. Our platform's automated data quality issue resolution offers effortless and efficient data management. With automatic resolution capabilities, data quality issues are swiftly resolved, ensuring optimal performance and accuracy. Effortlessly resolve all data quality issues automatically. Automatically gain valuable insights and identify data quality issues. Seamlessly ingest data from any source. Leverage Visual Layer on the cloud. Save up to 95% of your labeling costs. Manage billions of images and videos.

FabImage Studio Professional is data-flow-based software designed for machine vision engineers. It does not require any programming skills, but it is still so powerful that it can win even with solutions based on low-level programming libraries. Also, the architecture is highly flexible, ensuring that users can easily adapt the product to the way they work and to the specific requirements of any project. No low-level programming knowledge is required. Data-flow-based software. Fast and optimized algorithms. 1000+ high-performance functions. Custom machine vision filters. There are over 1000 ready-for-use machine filters tested and optimized on hundreds of applications. They have many advanced capabilities such as outlier suppression, subpixel precision or any-shape region-of-interest. FabImage® Studio is a GigE Vision compliant product, supporting the GenTL interface, as well as a number of vendor-specific APIs.