National Science Foundation

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

myAnIML specializes in AI-driven solutions for predicting and tracking diseases in cattle. The company's innovative technology employs artificial intelligence to analyze unique facial features and muzzles of cattle through imaging, facilitating early detection and monitoring of diseases. By enhancing disease management in the cattle farming industry, myAnIML aims to reduce treatment costs and mitigate the spread of diseases, ultimately saving lives and increasing revenue for farmers.

AngioInsight is a fully automated computer-based platform to assist with coronary angiogram video interpretation.

Phlux Technologies, Inc. is a developer of advanced 3D sensor technology aimed at enhancing safety and efficiency in robotics and automation. Founded in 2020 and headquartered in Pittsburgh, Pennsylvania, the company focuses on creating programmable 3D sensors that enable robots to navigate safely and collaboratively in industrial environments. By replacing traditional physical barriers with digital safety zones, Phlux's innovative products utilize proprietary optical sensing technology, artificial intelligence, and computer vision. These sensors help protect workers from hazardous machinery and alert vehicles to obstacles, ultimately freeing up floor space, reducing setup times, and improving overall productivity. Phlux Technologies is dedicated to enabling the development of smarter robots and self-driving vehicles, contributing to safer industrial operations.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

Wildlife Imaging Systems specializes in advanced machine vision solutions aimed at supporting the research community in wildlife conservation. The company has developed a comprehensive machine vision platform that facilitates video capture in natural environments. This platform includes field-ready video capture hardware and sophisticated video processing capabilities, allowing researchers to gather critical data and insights for decision-making regarding wildlife conservation efforts. By enhancing the ability to monitor and study wildlife through innovative technology, Wildlife Imaging Systems contributes significantly to the preservation of biodiversity.

Owl Autonomous Imaging, Inc. is a technology company based in Fairport, New York, founded in 2018. The company specializes in developing advanced imaging solutions, including a two-color infrared camera for the US Air Force and a 4D-camera that integrates 1550nm Flash-LiDAR and thermal imaging within a single solid-state megapixel focal plane. These innovations are aimed at enhancing safety in the automotive mobility sector, particularly for advanced driver assistance systems (ADAS) and autonomous vehicles. Their proprietary Monocular 3D Thermal Ranging™ technology employs optical fusion and deep learning techniques to generate dense range maps from heat signatures without the need for additional illumination. Co-founder Chuck Gershman brings over 30 years of experience in the semiconductor industry, having held leadership roles in multiple startups, three of which he led to successful acquisitions.

Lucendi is a developer of AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company leverages advanced technologies such as computational microscopy and holographic imaging, combined with innovative image processing, big data analytics, and machine learning. This expertise allows Lucendi to provide clients with versatile applications that enhance efficiency and reduce costs. In addition to its measurement platforms, Lucendi also offers a range of products including lighting, electrical materials, solar energy systems, and electrical socket solutions.

Synopic is developing advanced imaging technology aimed at enhancing visualization and decision-making in medical procedures. The company focuses on creating a next-generation depth-enabled camera that captures measurable 3D information, specifically designed for applications like endoscopy and other minimally invasive procedures where instrument space is limited. By employing a single-camera implementation, Synopic addresses the challenges of integrating high-resolution color imaging with spatial and depth information, which current technologies struggle to achieve. This innovative approach allows for the creation of ultracompact imaging devices that provide improved visualization and data, ultimately facilitating better outcomes in medical practice.

BirdHabitatBot specializes in developing robotic systems aimed at eliminating invasive plant species from natural environments. The company utilizes drones equipped with unpiloted aerial systems to capture images that facilitate the mapping, monitoring, and removal of non-native invasive plants in deciduous forests. These invasive species pose a serious threat to forest habitats, leading to the degradation of ecosystems. By providing natural resource professionals with advanced tools to manage understory invasive shrubs, BirdHabitatBot enhances the ability to restore and maintain habitats for native plants and wildlife.

Additive Manufacturing Innovations develops multiscale structural analysis models for advanced industrial applications and leverages digital image processing techniques to enhance the capabilities of optical imaging, enabling small and medium manufacturing companies to get access to additive manufacturing technologies in a simplified way.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

Aura Intelligent Systems specializes in advanced solutions within the domains of radio technology, robotics, and artificial intelligence. The company has developed patented digital imaging radar technology that offers high-resolution spatial sensing, addressing issues of interference and latency commonly faced by existing radar systems. Their innovative approach combines a 5G hardware architecture with intelligent, programmable software, facilitating 5D situational awareness while minimizing harmful effects such as jamming and multipath interference. This software-defined radar not only achieves longer operational ranges but also maintains low power consumption, providing a cost-effective solution for automotive and robotics applications.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

InformAI, LLC specializes in developing business analytics and artificial intelligence solutions tailored for the healthcare industry. Founded in 2017 and headquartered in Houston, Texas, the company offers a range of AI-powered tools designed to enhance diagnostic accuracy and operational efficiency for healthcare organizations, medical device companies, and imaging firms. Their product suite includes classifiers for conditions such as brain cancer and paranasal sinus diseases, as well as surgical risk and patient outcome predictors. InformAI's software leverages advanced algorithms, including deep learning and natural language processing, to streamline image classification and analyze medical reports. By providing these innovative solutions, InformAI aims to facilitate quicker patient diagnoses and improve overall healthcare outcomes.

Maui Imaging, Inc., established in 2006 and located in Sunnyvale, California, specializes in the manufacture of advanced ultrasound imaging devices. The company offers innovative technology that enables imaging through and around various materials, including bones, metals, plastics, gas, and soft tissue. Utilizing techniques such as Computed Echo Tomography and adaptive beam forming, Maui Imaging's systems capture 3D images that traditional ultrasound methods cannot achieve. This capability enhances diagnostic and treatment options within the healthcare industry, providing valuable insights for medical professionals.

Volant Aerial specializes in an advanced aerial monitoring platform that integrates drones, computer vision, and IoT technology. This platform is designed to provide critical data and insights for various applications, such as early detection of forest fires, security surveillance, crop analysis, construction oversight, workforce management, inventory tracking, port monitoring, wildlife management, and natural disaster response. The system consists of a network of autonomously operating hardware components, including drones, aerostats, and strategically positioned towers equipped with high-powered RGB and thermal cameras. Additionally, it features aerial and ground sensors that monitor a wide range of variables, enabling users to access and control the system remotely via an Internet connection.

Neurowired, founded in 2013 and located in Morgantown, West Virginia, specializes in developing biomimetic algorithms aimed at real-time processing of biological signals. The company focuses on extracting limb movement intent from signals generated by muscles, nerves, or the central nervous system. By leveraging advanced sensors, Neurowired enables accurate predictions of limb movements, facilitating intuitive control over augmented reality, virtual reality applications, prosthetic limbs, and natural muscle movements. This innovative approach allows users to interact with digital environments in a manner that closely resembles their physical interactions in reality.

EPIImaging operates a 3D computer vision platform that focuses on developing camera arrays for light-field capture and analysis. The company's technology is grounded in epipolar-plane image analysis, which is crucial for high-quality passive ranging. By leveraging this innovative approach, EPIImaging enables precise image acquisition and addresses challenges such as the aperture problem and the correspondence problem among various captured viewpoints. Through their advancements in 3D vision systems, the company aims to enhance image processing capabilities and improve the overall quality of visual data.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Owl Autonomous Imaging, Inc. is a technology company based in Fairport, New York, founded in 2018. The company specializes in developing advanced imaging solutions, including a two-color infrared camera for the US Air Force and a 4D-camera that integrates 1550nm Flash-LiDAR and thermal imaging within a single solid-state megapixel focal plane. These innovations are aimed at enhancing safety in the automotive mobility sector, particularly for advanced driver assistance systems (ADAS) and autonomous vehicles. Their proprietary Monocular 3D Thermal Ranging™ technology employs optical fusion and deep learning techniques to generate dense range maps from heat signatures without the need for additional illumination. Co-founder Chuck Gershman brings over 30 years of experience in the semiconductor industry, having held leadership roles in multiple startups, three of which he led to successful acquisitions.

Vimaan is a computer vision and AI solution company focused on enhancing inventory management in warehouses. By automating and digitizing inventory tasks, Vimaan addresses the challenges associated with maintaining accurate stock levels. Their suite of products includes solutions for various applications, such as dock tracking, storage management, and order picking. These tools are designed to support warehousing and logistics companies, ultimately enabling clients to improve the efficiency of their supply chains. Vimaan aims to streamline processes from receiving and storing items to order fulfillment and shipping, thus facilitating better inventory control in a range of industries.

Trash Inc. is a video editing software company that utilizes artificial intelligence and machine learning to simplify the creation and editing of short-form videos. Founded in 2017 and based in Los Angeles, the company provides a platform that features predictive editing capabilities, allowing users to quickly generate high-quality videos directly from their phones. Trash Inc.'s innovative toolkit includes a stock video repository, enhanced by computer vision technology, to assist users in real-time video editing. The company has received backing from the National Science Foundation and operates under the umbrella of Visual Supply Company since late 2020.

Wildlife Imaging Systems specializes in advanced machine vision solutions aimed at supporting the research community in wildlife conservation. The company has developed a comprehensive machine vision platform that facilitates video capture in natural environments. This platform includes field-ready video capture hardware and sophisticated video processing capabilities, allowing researchers to gather critical data and insights for decision-making regarding wildlife conservation efforts. By enhancing the ability to monitor and study wildlife through innovative technology, Wildlife Imaging Systems contributes significantly to the preservation of biodiversity.

Berkeley Marine Robotics specializes in the development of autonomous underwater swarm robotic systems aimed at enhancing ocean exploration and conservation. The company has created unmanned underwater vehicles that enable efficient inspections of ships entering ports, facilitating fast and cost-effective evaluations through underwater wireless communication. Its technology measures hull-fouling levels, allowing for optimized cleaning schedules and improved coating performance. By leveraging swarm robotics, underwater laser communication, and machine learning for vision models, Berkeley Marine Robotics addresses challenges in GPS-denied and degraded marine environments. This innovation helps shipping operators lower fuel costs and minimize emissions related to biofouling, while also contributing to the protection of marine ecosystems.

PhotonLab develops photosensor technology for light detection and radiation monitoring. The company was founded in 2015 by Daniel Ferenc and has its headquarters in Davis, California.

SkyMul is an Atlanta-based robotics company that specializes in developing industrial manipulation drones aimed at transforming the construction industry. The company focuses on automating physically demanding tasks traditionally performed manually on concrete construction sites, significantly enhancing efficiency and productivity. Its flagship product, SkyTy, consists of a swarm of modular drones capable of autonomously flying over rebar installations to tie intersections. This innovative technology is designed to handle flat rebar configurations such as slabs, bridge decks, and continuously reinforced pavements, and is scalable to meet varying project demands. By utilizing advanced computer vision capabilities, SkyMul's drones can quickly identify rebar intersections without the need for CAD files or manual programming, allowing construction companies to operate in parallel and increase overall throughput.

Farm Vision Technologies is a startup focusing on development and commercialization of computer vision systems to enable growers of high value crops — such as fruits, berries, and nuts — to monitor the count, size and health of their plants.

DeepHealth, Inc. is a radiology artificial intelligence and machine learning company based in Cambridge, Massachusetts, founded in 2015. The company specializes in developing solutions for the medical interpretation of mammography exams, leveraging data science and imaging analysis to support radiologists in their diagnostic processes. By utilizing machine learning, DeepHealth distills extensive insights from medical experts into software designed to enhance the accuracy and reliability of radiological assessments. The company's mission is to improve patient care by providing trustworthy products that are grounded in rigorous scientific research and integrated into clinical practice.

BassInSight develops fishing visual detection technology to estimate the visibility of objects to fish in complex aquatic environments. The company's headquarters are in Champaign, Illinois.

Synopic is developing advanced imaging technology aimed at enhancing visualization and decision-making in medical procedures. The company focuses on creating a next-generation depth-enabled camera that captures measurable 3D information, specifically designed for applications like endoscopy and other minimally invasive procedures where instrument space is limited. By employing a single-camera implementation, Synopic addresses the challenges of integrating high-resolution color imaging with spatial and depth information, which current technologies struggle to achieve. This innovative approach allows for the creation of ultracompact imaging devices that provide improved visualization and data, ultimately facilitating better outcomes in medical practice.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

Wi-Sense specializes in indoor mapping and device-free activity detection by leveraging advanced signal processing techniques and modern machine learning algorithms. The company develops applications that monitor changes in Wi-Fi signals within environments, allowing for the detection of activities such as movement and temperature fluctuations. By addressing limitations associated with traditional sensors and cameras, Wi-Sense enhances safety and efficiency in various facilities, enabling users to better understand and respond to dynamic conditions in their surroundings.

The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Vidrovr Inc. offers a video processing platform that organizes and enhances video content through advanced multimodal computer vision and machine learning technologies. Founded in 2016 and based in New York, the company specializes in indexing, tagging, and understanding video, allowing users to search and retrieve specific content within videos. Vidrovr's systems cater to various domains, including sports, government, and media, and provide tools such as a Metadata API for seamless integration and hyper-searchable video indexing. Additionally, the platform features a Clip Generator that produces smaller, social media-ready video clips, facilitating direct interaction with multimedia content and improving content management efficiency.

Gigajot Technology Inc. is a Pasadena, California-based company founded in 2017 by Dr. Saleh Masoodian and Dr. Jiaju Ma. The company specializes in the development of quanta image sensors (QIS) that utilize high-speed single-photon detection to enhance image capture capabilities for both consumers and professionals. Gigajot Technology offers image processing services across various sectors, including scientific imaging, medical imaging, space imaging, security and defense, low-light photography and videography, computational imaging, automotive sensing, and 3D sensing. By focusing on advanced imaging technologies, Gigajot aims to create innovative solutions that address diverse imaging needs.

PediaMetrix Inc. is a company focused on developing innovative digital solutions for pediatric head measurement and monitoring. Founded in 2018 by alumni from Johns Hopkins, NIH, and Oxford, the company is based in Rockville, Maryland. Its primary product, SoftSpot, is a mobile application that leverages artificial intelligence and computer vision to provide accurate measurements of infants' head shapes. This app allows parents to receive personalized repositioning instructions and enables pediatricians to access easy-to-understand data analysis, facilitating timely and effective care. By focusing on early detection and management of head shape abnormalities, PediaMetrix aims to enhance healthcare outcomes and reduce costs associated with pediatric care.

Mirada Technologies Inc., established in 2017 and headquartered in San Francisco, specializes in developing and selling LiDAR sensor components. These components are integral to advanced driver safety systems and autonomous vehicles, primarily serving automotive suppliers. Mirada's core offerings include innovative laser scanning and detector technology, with its flagship product being a state-of-the-art laser scanner that ensures accurate ranging distance, wide field of view, reliability, and scalable volume production.

SpIntellx, Inc. is a computational and systems pathology company based in Pittsburgh, Pennsylvania, specializing in spatial intelligence software products for cancer diagnosis. Established in 2017, the company offers innovative solutions such as SpIntellx, which analyzes image data sets from various imaging platforms and reagent types, enabling precise analysis of pathology tissue sections. Additionally, SpIntellx provides HistoMapr, a computational guide for pathologists, and TumorMapr, which examines the spatial interactions of biomarkers within whole slide images using multiplexed fluorescence. By leveraging unbiased spatial analytics powered by explainable AI, SpIntellx aims to enhance the understanding of complex cancer biology, contributing to advancements in medicine and research across drug development, diagnostics, and treatment pipelines.

Refined Imaging specializes in advanced imaging technologies that facilitate the authentication of additively manufactured parts and the identification of counterfeit items. The company's platform employs interferometry techniques, including microfabrication, X-ray, and neutron grating interferometry, to generate precise images based on the interaction of electromagnetic waves. This imaging process is repeatable, allowing for consistent data comparison with blockchain data files to verify authenticity. By providing a cyber-physical trust anchor, Refined Imaging enhances the reliability and security of manufacturing processes across various industries.

Docbot, Inc. is an artificial intelligence technology company based in Irvine, California, that specializes in gastrointestinal diseases. The company develops web-based applications for iOS and Android devices, offering a clinical decision support system that aggregates patient information and provides cloud analytics for healthcare professionals. Its flagship product is built on the UltivisionAI software platform, which focuses on real-time image analysis and automated reporting. This platform is designed to detect colorectal cancer and other gastrointestinal conditions by integrating various data sources from imaging systems and pathology requisitions. Docbot aims to enhance patient care and streamline clinical workflows, ultimately reducing cancer risks and improving outcomes for patients in the gastrointestinal specialty.

Momentum Optics is focused on addressing the growing demand for high-quality glass optics through innovative, on-demand manufacturing solutions. Utilizing proprietary technology developed with support from NASA, the company employs a laser-based mechanism combined with machine learning to produce custom lenses with exceptional precision. This approach allows Momentum Optics to manufacture optics ten times faster and at a significantly lower cost than traditional methods, while also achieving superior performance metrics. By enabling researchers and product developers to create multiple lenses simultaneously, Momentum Optics facilitates accelerated discovery, reduces overall costs, and enhances the performance of optical devices, ultimately shortening the time to market for new products.

Lucendi is a developer of AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company leverages advanced technologies such as computational microscopy and holographic imaging, combined with innovative image processing, big data analytics, and machine learning. This expertise allows Lucendi to provide clients with versatile applications that enhance efficiency and reduce costs. In addition to its measurement platforms, Lucendi also offers a range of products including lighting, electrical materials, solar energy systems, and electrical socket solutions.

Trash Inc. is a video editing software company that utilizes artificial intelligence and machine learning to simplify the creation and editing of short-form videos. Founded in 2017 and based in Los Angeles, the company provides a platform that features predictive editing capabilities, allowing users to quickly generate high-quality videos directly from their phones. Trash Inc.'s innovative toolkit includes a stock video repository, enhanced by computer vision technology, to assist users in real-time video editing. The company has received backing from the National Science Foundation and operates under the umbrella of Visual Supply Company since late 2020.

OpenSpace is a technology company founded in 2017 and headquartered in San Francisco, California, that specializes in automated 360-degree video capture and mapping for the construction industry. Its core product captures images every half-second and automatically integrates them with project plans, offering builders a comprehensive view of job sites from preconstruction to operations. By employing artificial intelligence, OpenSpace enables the creation of navigable photo representations of construction sites, significantly enhancing data capture speed compared to traditional methods. Additionally, the company's Clear Sight product suite provides AI-powered analytics to quantify project progress, facilitating collaboration and risk reduction in construction workflows.

BirdBrain Technologies LLC is focused on enhancing creativity and computational thinking through innovative educational products that engage students and teachers in programming and robotics. The company is known for its Finch Robot, which provides a physical representation of coding for learners, and the Hummingbird Robotics Kit, which allows students to build and program robots using electronic components and craft materials. These products have been utilized by numerous students to explore various applications of computer programming, from creative projects to interactive games. Originating from research initiatives at Carnegie Mellon University’s CREATE Lab, BirdBrain Technologies aims to support educators in advancing computer science and engineering in both classroom and informal settings. Their mission emphasizes collaboration with teaching professionals to improve educational tools and resources, ultimately making STEM learning accessible and enjoyable for students worldwide.

Apollo AI builds super-safe self-driving systems and HD maps. They offer mapping, object detection, tracking, and classification, as well as decision-making and path optimization. They also offer information theory, control systems, detection and estimation, machine learning, neural networks, communication and signal processing systems, systems design, and navigation.

Reconstruct, Inc. specializes in predictive computer vision data analytics software tailored for construction projects. Its visual production management platform facilitates data collection through drones, fixed cameras, or mobile devices, enabling effective progress analysis and documentation. By visualizing images and 3D points aligned with Building Information Modeling (BIM), the platform enhances coordination and transparency among project stakeholders. It identifies locations at risk of delays, allowing for proactive weekly work planning, and integrates schedules with BIM animations to illustrate any changes in plans. Founded in 2016 and headquartered in Menlo Park, California, with an additional office in Champaign, Illinois, Reconstruct aims to improve construction management by fostering better communication and visibility, thereby mitigating risks and ensuring project returns on investment.

Kraenion is an applied machine learning company developing a visual cortex for machines that interact with the physical world. Their vision algorithms, stereo camera technology, sensors and compute hardware together deliver integrated perception solutions for robotics and industrial machinery. The company was founded in 2017 by Dr. Binu Mathew and is located in Silicon Valley.

Aware Vehicles, founded in 2017 and based in Kansas City, Missouri, specializes in the development of autonomous drones that capture and analyze spectral aerial images. These drones leverage advanced imaging technology and artificial intelligence to serve various sectors, including precision agriculture, defense, disaster response, logistics, and infrastructure. By providing precise asset inspections and enhancing emergency response and communication capabilities, Aware Vehicles aims to meet the diverse needs of its clients through innovative aerial solutions.

Realtime Robotics, Inc. is focused on developing advanced motion planning and control processors that enable robots and autonomous vehicles to react instantaneously to their surroundings. Founded in 2016 and based in Boston, Massachusetts, the company offers a collision-free motion planning platform that allows for safe operation of single or multiple robots in unstructured environments. Their specialized RapidPlan processor generates safe motion plans in microseconds, effectively eliminating the trade-off between speed and safety in automation. This innovative technology accommodates real-time changes in dynamic environments, enabling robots to navigate around both known static objects and other moving entities while performing various tasks. By addressing the limitations of traditional automation, Realtime Robotics is broadening the applications of robotics across industries and facilitating the adoption of autonomous vehicles.

Vimaan is a computer vision and AI solution company focused on enhancing inventory management in warehouses. By automating and digitizing inventory tasks, Vimaan addresses the challenges associated with maintaining accurate stock levels. Their suite of products includes solutions for various applications, such as dock tracking, storage management, and order picking. These tools are designed to support warehousing and logistics companies, ultimately enabling clients to improve the efficiency of their supply chains. Vimaan aims to streamline processes from receiving and storing items to order fulfillment and shipping, thus facilitating better inventory control in a range of industries.

DeepScale, Inc. is a technology company specializing in perceptual system software for semi-autonomous and autonomous vehicles. Founded in 2015 and headquartered in Mountain View, California, the company focuses on enabling automakers to utilize low-wattage processors for improved perception capabilities. DeepScale's technology incorporates artificial intelligence and deep learning algorithms to create advanced driver-assistance systems. The company develops a visual perception platform that utilizes training data and innovative deep neural network architectures to enhance vehicle awareness of their surroundings in real time. In 2019, DeepScale became a subsidiary of Tesla, further integrating its advanced perception technologies into the evolving landscape of autonomous driving.

Gigajot Technology Inc. is a Pasadena, California-based company founded in 2017 by Dr. Saleh Masoodian and Dr. Jiaju Ma. The company specializes in the development of quanta image sensors (QIS) that utilize high-speed single-photon detection to enhance image capture capabilities for both consumers and professionals. Gigajot Technology offers image processing services across various sectors, including scientific imaging, medical imaging, space imaging, security and defense, low-light photography and videography, computational imaging, automotive sensing, and 3D sensing. By focusing on advanced imaging technologies, Gigajot aims to create innovative solutions that address diverse imaging needs.

Harvest Moon Automation specializes in the development of advanced farming equipment aimed at improving the efficiency of plant management for growers. The company offers an inspect-and-reject solution that leverages machine vision, robotics, and proprietary algorithms to assist traditional harvesters. This technology enables the identification and rejection of diseased, damaged, and contaminated plants in real time, thereby allowing growers to focus on the health of each individual plant. In addition to their equipment solutions, Harvest Moon Automation provides consulting services to support customers in developing tailored agricultural solutions.

Mirada Technologies Inc., established in 2017 and headquartered in San Francisco, specializes in developing and selling LiDAR sensor components. These components are integral to advanced driver safety systems and autonomous vehicles, primarily serving automotive suppliers. Mirada's core offerings include innovative laser scanning and detector technology, with its flagship product being a state-of-the-art laser scanner that ensures accurate ranging distance, wide field of view, reliability, and scalable volume production.

Perceptive Automata, Inc. specializes in developing machine learning and computer vision solutions focused on human behavior prediction for automated vehicles. Founded in 2014 and based in Somerville, Massachusetts, the company addresses critical challenges in the safe deployment of highly automated and fully autonomous vehicles, particularly in urban settings. Its technology enables these vehicles to anticipate the actions of pedestrians, cyclists, and other drivers, allowing for safe navigation in human-dominated environments. By employing advanced AI inference models, Perceptive Automata enhances the driving experience, facilitating smoother and more natural interactions between autonomous vehicles and their surroundings. The company collaborates with original equipment manufacturers (OEMs), suppliers, and technology firms in the development of advanced driver-assistance systems (ADAS) and autonomous driving technologies, leveraging expertise from leading institutions such as Harvard, MIT, and Stanford.

Perceive specializes in advanced computer vision technology and cloud-based retail analytics, focusing on enhancing business operations through data-driven insights. The company employs artificial intelligence to gather comprehensive 3D video data on consumer interactions within physical spaces, moving beyond traditional methods like surveys and clipboard tracking. This innovative approach allows businesses to make informed decisions based on actual behavior rather than anecdotal evidence. Perceive's analytics platform offers machine learning tools that measure in-store shopper behavior and stream actionable metrics, thereby enabling organizations to assess their return on investment effectively. By aggregating detailed insights about consumer engagement, Perceive aims to revolutionize the way businesses understand and optimize their physical environments.

OpenSpace is a technology company founded in 2017 and headquartered in San Francisco, California, that specializes in automated 360-degree video capture and mapping for the construction industry. Its core product captures images every half-second and automatically integrates them with project plans, offering builders a comprehensive view of job sites from preconstruction to operations. By employing artificial intelligence, OpenSpace enables the creation of navigable photo representations of construction sites, significantly enhancing data capture speed compared to traditional methods. Additionally, the company's Clear Sight product suite provides AI-powered analytics to quantify project progress, facilitating collaboration and risk reduction in construction workflows.

Farm Vision Technologies is a startup focusing on development and commercialization of computer vision systems to enable growers of high value crops — such as fruits, berries, and nuts — to monitor the count, size and health of their plants.

OpenSpace is a technology company founded in 2017 and headquartered in San Francisco, California, that specializes in automated 360-degree video capture and mapping for the construction industry. Its core product captures images every half-second and automatically integrates them with project plans, offering builders a comprehensive view of job sites from preconstruction to operations. By employing artificial intelligence, OpenSpace enables the creation of navigable photo representations of construction sites, significantly enhancing data capture speed compared to traditional methods. Additionally, the company's Clear Sight product suite provides AI-powered analytics to quantify project progress, facilitating collaboration and risk reduction in construction workflows.

PhotonLab develops photosensor technology for light detection and radiation monitoring. The company was founded in 2015 by Daniel Ferenc and has its headquarters in Davis, California.

Calyx develops advanced sensor platforms that monitor various parameters in poultry and livestock, utilizing cutting-edge technology to address complex challenges in the industry. The company specializes in gas sensor technology that detects airborne chemical emissions through innovative sensors patterned with viruses that bind to specific gas molecules. These sensors provide high specificity and sensitivity, changing color in response to different gases and their concentrations. By integrating artificial intelligence, computer vision technology, and data science, Calyx aims to enhance environmental monitoring and improve health outcomes for livestock and poultry, offering commercial customers effective solutions to track daily environmental changes.

Lightform, Inc. is a computer vision and hardware company based in San Francisco, California, specializing in projected augmented reality. Founded in 2014, the company develops innovative solutions that enable users to create and project animated content onto various scenes. Their offerings include sound-reactive projectors, projector kits, and a desktop application that simplifies the projection mapping workflow, allowing for seamless control and content updates via laptop or smartphone. Lightform's technology incorporates 3D scanning capabilities, enabling the capture of complex scenes and automatic alignment adjustments, which enhance the integration of real objects with projected imagery. By streamlining the creation and projection process, Lightform empowers users to transform spaces with dynamic visual effects and ambient interfaces.

Vidrovr Inc. offers a video processing platform that organizes and enhances video content through advanced multimodal computer vision and machine learning technologies. Founded in 2016 and based in New York, the company specializes in indexing, tagging, and understanding video, allowing users to search and retrieve specific content within videos. Vidrovr's systems cater to various domains, including sports, government, and media, and provide tools such as a Metadata API for seamless integration and hyper-searchable video indexing. Additionally, the platform features a Clip Generator that produces smaller, social media-ready video clips, facilitating direct interaction with multimedia content and improving content management efficiency.

Qelzal Corporation, based in La Jolla, California, specializes in developing advanced artificial intelligence-driven systems for object and activity recognition. The company's product offerings include the Perception Appliance, which enhances the capabilities of autonomous vehicles and robots, and an image-free sensing system that utilizes brain-inspired artificial intelligence. Qelzal's technology significantly improves the safety and efficiency of commercial drones, enabling them to fly autonomously in near-earth environments without the risk of collisions. The company's solutions target various sectors, including building automation, security, mobile robotics, and autonomous vehicles. Incorporated in 2014, Qelzal is committed to advancing obstacle avoidance systems and fostering innovation in the realm of autonomous technology.

BirdBrain Technologies LLC is focused on enhancing creativity and computational thinking through innovative educational products that engage students and teachers in programming and robotics. The company is known for its Finch Robot, which provides a physical representation of coding for learners, and the Hummingbird Robotics Kit, which allows students to build and program robots using electronic components and craft materials. These products have been utilized by numerous students to explore various applications of computer programming, from creative projects to interactive games. Originating from research initiatives at Carnegie Mellon University’s CREATE Lab, BirdBrain Technologies aims to support educators in advancing computer science and engineering in both classroom and informal settings. Their mission emphasizes collaboration with teaching professionals to improve educational tools and resources, ultimately making STEM learning accessible and enjoyable for students worldwide.

StarSight develops 3D cameras that bridge the gap between computing and the physical world. The company is pioneering an "open architecture" approach to time-of-flight depth imaging, which combines off-the-shelf image sensors with proprietary hardware that dramatically increases bandwidth. The result is a small form-factor, low-cost camera with exceptional spatial resolution. StarSight's cameras are essential infrastructure for autonomous systems in the manufacturing, logistics, commercial, and personal spheres.

DeepScale, Inc. is a technology company specializing in perceptual system software for semi-autonomous and autonomous vehicles. Founded in 2015 and headquartered in Mountain View, California, the company focuses on enabling automakers to utilize low-wattage processors for improved perception capabilities. DeepScale's technology incorporates artificial intelligence and deep learning algorithms to create advanced driver-assistance systems. The company develops a visual perception platform that utilizes training data and innovative deep neural network architectures to enhance vehicle awareness of their surroundings in real time. In 2019, DeepScale became a subsidiary of Tesla, further integrating its advanced perception technologies into the evolving landscape of autonomous driving.

EPIImaging operates a 3D computer vision platform that focuses on developing camera arrays for light-field capture and analysis. The company's technology is grounded in epipolar-plane image analysis, which is crucial for high-quality passive ranging. By leveraging this innovative approach, EPIImaging enables precise image acquisition and addresses challenges such as the aperture problem and the correspondence problem among various captured viewpoints. Through their advancements in 3D vision systems, the company aims to enhance image processing capabilities and improve the overall quality of visual data.

Lightform, Inc. is a computer vision and hardware company based in San Francisco, California, specializing in projected augmented reality. Founded in 2014, the company develops innovative solutions that enable users to create and project animated content onto various scenes. Their offerings include sound-reactive projectors, projector kits, and a desktop application that simplifies the projection mapping workflow, allowing for seamless control and content updates via laptop or smartphone. Lightform's technology incorporates 3D scanning capabilities, enabling the capture of complex scenes and automatic alignment adjustments, which enhance the integration of real objects with projected imagery. By streamlining the creation and projection process, Lightform empowers users to transform spaces with dynamic visual effects and ambient interfaces.

Pointivo Inc. is a technology company based in Atlanta, Georgia, specializing in spatial intelligence solutions that leverage computer vision and machine learning. Founded in June 2014, Pointivo's software allows users to capture dimensions and create three-dimensional models of structures using any type of camera, including mobile devices and drones. The platform processes video to reconstruct scenes, extracting lines, edges, and measurements with high accuracy. This capability helps clients simplify tasks that require precise measurements and detailed documentation of physical assets. By integrating advanced analytics, Pointivo empowers users to gain a deeper understanding of their environments, enhancing their ability to manage and analyze physical structures effectively.

Imagaars offers software solutions for the automatic recognition of vector graphics in image sketches, automatic identification and visualization of CAD files, and automatic assessment of design activities. Imagaars is based in Portland, Oregon.

Perceptive Automata, Inc. specializes in developing machine learning and computer vision solutions focused on human behavior prediction for automated vehicles. Founded in 2014 and based in Somerville, Massachusetts, the company addresses critical challenges in the safe deployment of highly automated and fully autonomous vehicles, particularly in urban settings. Its technology enables these vehicles to anticipate the actions of pedestrians, cyclists, and other drivers, allowing for safe navigation in human-dominated environments. By employing advanced AI inference models, Perceptive Automata enhances the driving experience, facilitating smoother and more natural interactions between autonomous vehicles and their surroundings. The company collaborates with original equipment manufacturers (OEMs), suppliers, and technology firms in the development of advanced driver-assistance systems (ADAS) and autonomous driving technologies, leveraging expertise from leading institutions such as Harvard, MIT, and Stanford.

Perceive specializes in advanced computer vision technology and cloud-based retail analytics, focusing on enhancing business operations through data-driven insights. The company employs artificial intelligence to gather comprehensive 3D video data on consumer interactions within physical spaces, moving beyond traditional methods like surveys and clipboard tracking. This innovative approach allows businesses to make informed decisions based on actual behavior rather than anecdotal evidence. Perceive's analytics platform offers machine learning tools that measure in-store shopper behavior and stream actionable metrics, thereby enabling organizations to assess their return on investment effectively. By aggregating detailed insights about consumer engagement, Perceive aims to revolutionize the way businesses understand and optimize their physical environments.

Tarsier Optics specializes in advanced imaging technology, focusing on the development of quantum cameras that deliver high-resolution, noise-free images. The company's innovative image processing technique allows for effective long-range imaging, making it particularly suitable for military applications, including vehicles, aircraft, and drones. By utilizing lightweight lenses, Tarsier Optics enhances the clarity and quality of images, helping clients achieve a strategic advantage in various operational scenarios. This capability addresses challenges such as distortion from heat haze turbulence, ensuring that users obtain reliable and precise imagery in demanding environments.

They create service robots and computer-vision technologies to improve resident safety and satisfaction for the long-term care industry.

DreamFace Technologies devoted itself to fostering and enhancing human existence. With technologies and ongoing innovation, they construct dreams. They put their all into their profession in an effort to better human lives. Their goal is to use social robotics advancements to serve the older community with superior help for their well-being. New computer vision and social robotics technologies are being created.

TechComb, headquartered in Fort Worth, Texas, specializes in machine-learning driven object recognition and inspection solutions for manufacturing facilities. Founded by Jonathan Kretz and Aditya Das, the company's core product is a machine vision application that significantly reduces the time and effort required to train and deploy models, thereby enhancing operational efficiency by seamlessly integrating machine vision into manufacturing processes.

Double Helix is a team of top talent from a range of fields coming together to advance discovery and research in precision 3D nano-imaging. They have recognized world experts in super-resolution, first-rate engineers in optics, 3D imaging, software, and advisors from the research and business world. They are experts in their fields, collaborators in others, and excited by discovery.

i2k Connect is a software manufacturer of Artificial Intelligence software focusing on Natural Language Processing, Computer Vision, and Knowledge Management. The AI pipeline processes content located in files shares, SharePoint, Teams, 3rd Party applications and databases in order to gain insights, auto-classify against domain specific taxonomies and extracts datapoints enabling business users to quickly find the right information required to get the job done. The results of the ingestion, processing and insights are visualized with a web portal or the RestAPI.

Caugnate specializes in developing augmented reality technology aimed at enhancing remote collaboration, particularly for tasks that require physical interaction, such as equipment maintenance and repair. By utilizing computer vision and augmented reality, the company creates innovative tools that allow users to experience each other's spatial environments more directly. This approach provides a significant advantage in collaborative efforts, facilitating more effective problem-solving and communication in scenarios involving physical objects and spaces.

Pointivo Inc. is a technology company based in Atlanta, Georgia, specializing in spatial intelligence solutions that leverage computer vision and machine learning. Founded in June 2014, Pointivo's software allows users to capture dimensions and create three-dimensional models of structures using any type of camera, including mobile devices and drones. The platform processes video to reconstruct scenes, extracting lines, edges, and measurements with high accuracy. This capability helps clients simplify tasks that require precise measurements and detailed documentation of physical assets. By integrating advanced analytics, Pointivo empowers users to gain a deeper understanding of their environments, enhancing their ability to manage and analyze physical structures effectively.

Falcon Computing, founded in 2014 by Dr. Jason Cong, specializes in providing technology solutions for data scientists and software developers in sectors such as Genomics, Machine Learning, Finance, and Computer Vision. The company focuses on simplifying the adoption of heterogeneous accelerated computing through automated compilation tools and runtime management solutions. Its innovative platform allows users to convert C/C++ code into optimized FPGA implementations, enhancing performance, energy efficiency, and productivity. Headquartered in Santa Clara, California, with additional offices in Los Angeles and Beijing, Falcon Computing aims to support companies in integrating advanced acceleration technologies into their data center infrastructures, ultimately making cloud computing more energy-efficient.

Calyx develops advanced sensor platforms that monitor various parameters in poultry and livestock, utilizing cutting-edge technology to address complex challenges in the industry. The company specializes in gas sensor technology that detects airborne chemical emissions through innovative sensors patterned with viruses that bind to specific gas molecules. These sensors provide high specificity and sensitivity, changing color in response to different gases and their concentrations. By integrating artificial intelligence, computer vision technology, and data science, Calyx aims to enhance environmental monitoring and improve health outcomes for livestock and poultry, offering commercial customers effective solutions to track daily environmental changes.

Lightform, Inc. is a computer vision and hardware company based in San Francisco, California, specializing in projected augmented reality. Founded in 2014, the company develops innovative solutions that enable users to create and project animated content onto various scenes. Their offerings include sound-reactive projectors, projector kits, and a desktop application that simplifies the projection mapping workflow, allowing for seamless control and content updates via laptop or smartphone. Lightform's technology incorporates 3D scanning capabilities, enabling the capture of complex scenes and automatic alignment adjustments, which enhance the integration of real objects with projected imagery. By streamlining the creation and projection process, Lightform empowers users to transform spaces with dynamic visual effects and ambient interfaces.

AccuPS, LLC, established in 2014 and based in West Lafayette, Indiana, specializes in high-definition 3D motion tracking technology. The company offers innovative products such as AeroWand, which turns smartphones and TVs into virtual reality entertainment systems, and AeroDynaPen, a versatile 3D stylus compatible with various devices including phones, tablets, and computers. AccuPS has developed a mobile virtual reality system that incorporates a head-tracking device, hand controller, and transmitting antenna, all of which connect to smartphones to facilitate precise motion tracking for virtual and augmented reality experiences.

Mythic Inc. is a technology company that designs and develops silicon chips and artificial intelligence processing units (IPUs) for a wide range of applications, from consumer electronics and wearables to autonomous vehicles and robotic drones. Founded in 2012 and headquartered in Redwood City, California, with an additional office in Austin, Texas, Mythic specializes in analog matrix processors that utilize unique compute-in-memory technology. Their products, including the M1076 Analog Matrix Processor and various PCIe and M.2 cards, integrate AI capabilities directly into compact chips, enabling desktop-level processing power in smaller devices. The company emphasizes its expertise in neural networks, processor architecture, and software design to deliver efficient AI solutions while maintaining performance, power efficiency, and accuracy in real-world environments.

Imagaars offers software solutions for the automatic recognition of vector graphics in image sketches, automatic identification and visualization of CAD files, and automatic assessment of design activities. Imagaars is based in Portland, Oregon.

Scientific Imaging and Visualization develops image processing, computer vision, and visualization products and services. The company was founded in 2010 by Oskar Skrinjar and is based in Atlanta, Georgia.

InView Technology Corporation, established in 2009 and headquartered in Austin, Texas, specializes in the development and manufacturing of compressive sensing-based imaging and hyperspectral imaging products. The company's offerings include CompressView software for data management, SWIR cameras, and controllable spatial light modulator systems. Its applications span various sectors such as microscopy and life sciences, military and surveillance, maritime, and industrial process control. InView's technology enables affordable and high-performance imaging solutions, making it a significant player in the imaging industry.

i2k Connect is a software manufacturer of Artificial Intelligence software focusing on Natural Language Processing, Computer Vision, and Knowledge Management. The AI pipeline processes content located in files shares, SharePoint, Teams, 3rd Party applications and databases in order to gain insights, auto-classify against domain specific taxonomies and extracts datapoints enabling business users to quickly find the right information required to get the job done. The results of the ingestion, processing and insights are visualized with a web portal or the RestAPI.

Lynx Laboratories, Inc. specializes in developing software applications and hardware for 3D imaging, catering to various industries including surveying, engineering, design, biometrics, and construction measurements. Based in Austin, Texas, the company is recognized for its innovative mobile structural capture device, which effectively captures the shape and motion of environments. With a team boasting over twenty years of combined experience in machine learning, Lynx Laboratories has achieved significant recognition, including awards for innovation and funding from the National Science Foundation. As a subsidiary of Occipital, Inc., Lynx Laboratories continues to lead in the field of structural capture and next-generation photography, reflecting its commitment to advancing technology in 3D scanning.

Double Helix is a team of top talent from a range of fields coming together to advance discovery and research in precision 3D nano-imaging. They have recognized world experts in super-resolution, first-rate engineers in optics, 3D imaging, software, and advisors from the research and business world. They are experts in their fields, collaborators in others, and excited by discovery.

Double Helix is a team of top talent from a range of fields coming together to advance discovery and research in precision 3D nano-imaging. They have recognized world experts in super-resolution, first-rate engineers in optics, 3D imaging, software, and advisors from the research and business world. They are experts in their fields, collaborators in others, and excited by discovery.

Charles River Analytics, Inc. specializes in developing intelligent systems tailored for government, defense, intelligence, and commercial sectors. The company provides a range of products, including cognitive systems, sensor processing, decision management tools, and autonomous robotic platforms designed for information management and command applications. Notable offerings include BNet, a network-building tool; VisionKit, which automates visual tasks through computer vision; and Verideo, a video annotation software. Their technologies incorporate various advanced methodologies such as data mining, expert systems, and neural networks. Additionally, Charles River Analytics offers outsourced software engineering services that focus on computer vision, intelligent agents, and multi-agent system development. Founded in 1983 and based in Cambridge, Massachusetts, the company primarily serves the U.S. federal government and the Department of Defense, aiming to transform data into actionable insights that facilitate critical assessment and decision-making.

InView Technology Corporation, established in 2009 and headquartered in Austin, Texas, specializes in the development and manufacturing of compressive sensing-based imaging and hyperspectral imaging products. The company's offerings include CompressView software for data management, SWIR cameras, and controllable spatial light modulator systems. Its applications span various sectors such as microscopy and life sciences, military and surveillance, maritime, and industrial process control. InView's technology enables affordable and high-performance imaging solutions, making it a significant player in the imaging industry.

SKINfrared specializes in research and development of next-generation infrared cameras. Their area of expertise include: development of high-performance infrared (2-14 um range) single and dual-band detectors, early detection of skin cancer with Advanced Longwave infrared-imaging and Analysis System (ALIAS), and development of SKI proprietary software for image-registration/data analysis (SKIViz). It was co-founded by Sanchita Krishna and Sanjay Krishna.

ADMdx specializes in brain image analysis to enable diagnosis, prognosis, and drug effect detection for Alzheimer's disease and various other forms of dementia. We provide pharmaceutical companies with powerful information to improve clinical trial success. ADMdx provides image data analysis and full CNS imaging study services with structural MRI, amyloid PET, tau PET, FDG PET, ASL, fMRI BOLD, and DTI. We are developing diagnostic products to enable early, accurate disease detection supporting optimal patient care.

Blue River Technology Inc. develops advanced computer vision and robotics technology tailored for agricultural applications. Founded in 2011 and headquartered in Sunnyvale, California, with additional offices in Salinas and Yuma, the company focuses on intelligent machinery that addresses significant challenges in farming. Its innovative "see and spray" technology allows for the identification of weeds and the selective elimination of unwanted plants, thereby reducing chemical usage in food production. This automated solution is particularly beneficial for organic farming and areas with chemical-resistant weeds, enabling farmers to adopt more sustainable agricultural practices. Blue River Technology operates as a subsidiary of Deere & Company, enhancing its capabilities in the agricultural sector.