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Odyssey operates as an AI start-up, provides hollywood-grade visual AI.

Lightmatter, Inc., established in 2017 and headquartered in Boston, Massachusetts, specializes in developing AI hardware using integrated optical technology. The company's core product is a silicon chip that processes data using light signals instead of electrical signals, aiming to significantly accelerate AI computations. Lightmatter targets sectors such as artificial intelligence, cloud computing, and telecommunications, with a focus on improving efficiency and reducing power consumption in critical operations like image recognition and natural language processing.

Traditional cameras rely on an imaging lens which typically consists of several lens elements and a light sensitive sensor. Cameras have been built like this since 1816. Glass has been historically used to make high quality optical elements. We are replacing these elements with deep neural networks that give extreme flexibility when designing our cameras. It allows us to squeeze a huge sensor into an ultra thin module that fits perfectly into a mobile device without the need for protruding bumps. Our cameras bring SLR image quality into your pocket.

Lightmatter, Inc., established in 2017 and headquartered in Boston, Massachusetts, specializes in developing AI hardware using integrated optical technology. The company's core product is a silicon chip that processes data using light signals instead of electrical signals, aiming to significantly accelerate AI computations. Lightmatter targets sectors such as artificial intelligence, cloud computing, and telecommunications, with a focus on improving efficiency and reducing power consumption in critical operations like image recognition and natural language processing.

Endimension specializes in artificial intelligence solutions for medical image analysis, focusing on the automatic detection of abnormalities and diseases from medical scans. By leveraging advanced AI algorithms, the company aims to enhance the accuracy of diagnostics, thereby reducing the risk of misdiagnosis among patients. Its platform incorporates predictive analytics to facilitate early-stage disease detection, ultimately improving the efficiency of healthcare organizations and optimizing patient turnaround times.

Makerere AI Lab is an AI & Data Science Research Group 3D-printed adaptor for processing photos with AI and compatibility with a phone or microscope.

Lightmatter, Inc., established in 2017 and headquartered in Boston, Massachusetts, specializes in developing AI hardware using integrated optical technology. The company's core product is a silicon chip that processes data using light signals instead of electrical signals, aiming to significantly accelerate AI computations. Lightmatter targets sectors such as artificial intelligence, cloud computing, and telecommunications, with a focus on improving efficiency and reducing power consumption in critical operations like image recognition and natural language processing.

Photomath, Inc. is a math learning application developer based in San Mateo, California, founded in 2014. The app, which is the most widely used math education tool globally, serves over 300 million learners. It utilizes advanced AI technology to allow users to scan math problems with their device's camera, providing instant solutions and step-by-step explanations. This approach not only helps users solve equations ranging from basic arithmetic to calculus but also enhances their understanding of fundamental mathematical concepts. The company is supported by several investors, including Cherubic Ventures, Goodwater Capital, GSV Ventures, Menlo Ventures, and Learn Capital.

Lightmatter, Inc., established in 2017 and headquartered in Boston, Massachusetts, specializes in developing AI hardware using integrated optical technology. The company's core product is a silicon chip that processes data using light signals instead of electrical signals, aiming to significantly accelerate AI computations. Lightmatter targets sectors such as artificial intelligence, cloud computing, and telecommunications, with a focus on improving efficiency and reducing power consumption in critical operations like image recognition and natural language processing.

Tempus, established in 2015 and based in Chicago, Illinois, is a technology company specializing in precision medicine. It develops a comprehensive library of molecular and clinical data, along with an operating system that makes this information accessible and useful for patients, physicians, and researchers. Tempus offers services such as genomic sequencing, clinical data restructuring, and biological modeling, enabling real-time data-driven decisions for personalized patient care and facilitating the discovery of optimized therapeutic options.

Tempus, established in 2015 and based in Chicago, Illinois, is a technology company specializing in precision medicine. It develops a comprehensive library of molecular and clinical data, along with an operating system that makes this information accessible and useful for patients, physicians, and researchers. Tempus offers services such as genomic sequencing, clinical data restructuring, and biological modeling, enabling real-time data-driven decisions for personalized patient care and facilitating the discovery of optimized therapeutic options.

Lightmatter, Inc., established in 2017 and headquartered in Boston, Massachusetts, specializes in developing AI hardware using integrated optical technology. The company's core product is a silicon chip that processes data using light signals instead of electrical signals, aiming to significantly accelerate AI computations. Lightmatter targets sectors such as artificial intelligence, cloud computing, and telecommunications, with a focus on improving efficiency and reducing power consumption in critical operations like image recognition and natural language processing.

AIMATTER specializes in building next-gen apps with proprietary advanced image processing technologies. Its SDK is able to run deep learning models in real time directly on smartphones.

Moodstocks is a developer of image recognition technology that connects the physical and digital realms through smartphone capabilities. The company offers a software solution that leverages machine learning to deliver real-time image recognition. By providing an API and a ready-to-use cross-platform SDK, Moodstocks enables mobile app developers to easily integrate scanning features into their applications. This robust and scalable platform has garnered recognition for its effectiveness and efficiency, allowing developers to implement advanced image recognition capabilities quickly.

Clarifai, Inc. is a prominent provider of advanced artificial intelligence solutions specializing in image recognition, natural language processing, and audio recognition. Founded in 2013 by Matt Zeiler, Ph.D., the company develops a deep learning platform that enables organizations to convert unstructured data—such as images, videos, text, and audio—into structured data efficiently and accurately. Clarifai's image recognition technology is capable of detecting near-duplicates, categorizing objects, and tagging images, while also allowing users to search for similar images within extensive uncategorized collections through a combination of semantic and visual similarity. Additionally, the company offers a labeling tool called Labeler, which aids in dataset labeling, AI training, and model auto-scaling in production environments. Headquartered in New York, with an office in Tallinn, Estonia, Clarifai employs a distributed team across various countries, including the United States, Canada, Argentina, and India.

Dark Blue Labs, based in Hyde, United Kingdom, specializes in the development of advanced data algorithms and artificial intelligence products. The company focuses on deep learning applications, particularly in the areas of natural language processing, including translation, dialogue systems, summarization, sentiment analysis, and question answering. Additionally, Dark Blue Labs has expertise in semantic parsing and mapping language to action, as well as deep learning for images, video, and speech. Their work incorporates reinforcement learning tasks, positioning them as leaders in the rapidly evolving field of AI and language technology.

Vision Factory specializes in visual recognition systems and deep learning, focusing on the application of artificial intelligence techniques to improve the accuracy and speed of object and text recognition. The company develops advanced solutions for vision-based computer systems, catering to various industries that require reliable and efficient recognition technologies. In addition to its core offerings, Vision Factory also provides mobile technology services, enhancing the usability and accessibility of its systems across different platforms.

TaggPic geo-recognition technology analyzes photos based solely on visual features to recognize landmarks in digital photos, and the precise locations where the photos were captured. The Problem: Hundreds of millions of digital photos from around the world are uploaded to the Web every day. This explosion of pixel data is creating the need for fast, hyper-accurate, and automatic tagging of massive collections of images. The Solution: TaggPic technology is based solely on visual features, and does not require any metadata, such as GPS tags, manual tagging, or other location sensors, although it is capable of working with inputs from all three. The underlying algorithms can determine the precise position of the camera viewpoint in a geo-referenced coordinate system, even if no prior data about the photo’s location is known. TaggPic transforms static 2D photos into auto-tagged, geo-positioned, and intelligently connected platforms. TaggPic’s crowd-fueled computer vision technology instantly recognizes landmarks, buildings, and other objects in images without the need for GPS data or manual tagging.

Terra Bella, originally known as Skybox Imaging, is a private company based in Mountain View, California, specializing in high-resolution satellite imagery and analytics services. Co-founded in 2009 by Dan Berkenstock, Julian Mann, John Fenwick, and Ching-Yu Hu, the company operates the SkySat-1 satellite, which captures detailed panchromatic and multispectral images of the Earth. Terra Bella's offerings include analyzing the movement of goods and people, providing visual data on supply chains, shipping activities, industrial operations, and humanitarian relief efforts. Through its advanced imaging technology, the company delivers critical insights to various sectors, enhancing decision-making and operational efficiency.

Skybox Imaging is a private company that provides commercial, high-resolution satellite imagery and HD video and analytics services.

Glimpse is a new way to meet people through Instagram. They use the data behind your photos to make compelling introductions to people you should know. Glimpse combs your photo history to match you with like-minded people who share similar interests, around you.

DNNresearch is a startup founded by professor Geoffrey Hinton and his graduate students, Alex Krizhevsky and Ilya Sutskever. The company specializes in the design and development of artificial intelligence networks, focusing on applications in voice and image recognition. Through its innovative research and technology, DNNresearch aims to advance the capabilities of AI systems, contributing to the growing field of machine learning and deep learning.

Nik Software, founded in 1995, is recognized for its innovative digital photographic software, catering to both professional photographers and consumers. The company gained prominence through its award-winning products, including U Point technology, Dfine, Viveza, Color Efex Pro, HDR Efex Pro, Silver Efex Pro, and Sharpener Pro, which address various photographic challenges such as noise reduction, selective editing, high dynamic range imaging, and color correction. In 2005, Nik Software entered a strategic alliance with Nikon Corporation, further enhancing its reputation in the industry. The development of the Snapseed mobile application expanded its reach to a broader consumer audience. Acquired by Google in 2012, Nik Software continues to provide accessible and effective solutions for photographers of all skill levels.

Luminate, founded in 2008 and previously known as Pixazza, is a company that specializes in creating interactive image technology. Based in Mountain View, California, Luminate offers a pioneering platform that transforms static images on the web into engaging, interactive content. This platform utilizes a combination of Internet and crowdsourcing technologies to provide users with relevant information and enhance their online experiences, attracting over 150 million users and generating approximately 30 billion image views annually. In addition to its technological innovations, the organization operates as a global philanthropic entity that supports efforts to foster just and fair societies by empowering individuals and institutions. Luminate focuses on four interconnected areas crucial for societal resilience: Civic Empowerment, Data and Digital Rights, Financial Transparency, and Independent Media.

Pittsburgh Pattern Recognition (PittPatt) develops reliable face recognition software for images and video.

Like.com is a visual search engine that enables users to find and compare consumer products online using advanced image recognition technology. Unlike traditional search engines, Like.com indexes images based on their visual characteristics rather than relying solely on metadata and tags. Users can discover similar products, such as shoes, bags, watches, and clothing, by either selecting items displayed on the platform or by entering descriptive phrases. The system translates these descriptions into mathematical representations known as visual signatures, which consist of thousands of variables. This innovative approach allows for a more intuitive shopping experience, as users can find products without the need for specific search terms. Future developments for Like.com include the ability for users to upload images to initiate searches, further enhancing the platform's functionality and expanding the range of products that can be found online.

Luminate, founded in 2008 and previously known as Pixazza, is a company that specializes in creating interactive image technology. Based in Mountain View, California, Luminate offers a pioneering platform that transforms static images on the web into engaging, interactive content. This platform utilizes a combination of Internet and crowdsourcing technologies to provide users with relevant information and enhance their online experiences, attracting over 150 million users and generating approximately 30 billion image views annually. In addition to its technological innovations, the organization operates as a global philanthropic entity that supports efforts to foster just and fair societies by empowering individuals and institutions. Luminate focuses on four interconnected areas crucial for societal resilience: Civic Empowerment, Data and Digital Rights, Financial Transparency, and Independent Media.

Luminate, founded in 2008 and previously known as Pixazza, is a company that specializes in creating interactive image technology. Based in Mountain View, California, Luminate offers a pioneering platform that transforms static images on the web into engaging, interactive content. This platform utilizes a combination of Internet and crowdsourcing technologies to provide users with relevant information and enhance their online experiences, attracting over 150 million users and generating approximately 30 billion image views annually. In addition to its technological innovations, the organization operates as a global philanthropic entity that supports efforts to foster just and fair societies by empowering individuals and institutions. Luminate focuses on four interconnected areas crucial for societal resilience: Civic Empowerment, Data and Digital Rights, Financial Transparency, and Independent Media.

Panoramio is a user-contributed image service that was acquired by Google in May 2007. It specializes in location-based photography, allowing users to upload and share images that are precisely geotagged to the locations where they were taken. The platform offers a storage capacity of 2 gigabytes, which can accommodate approximately 2,000 photos taken with a 4-megapixel camera. Panoramio serves as a valuable resource for visual content, providing imagery that enhances Google Earth and other applications.

Neven Vision is a developer of advanced mobile recognition engines tailored for the mobile phone and consumer electronics industries, as well as government and private security sectors. The company offers a range of innovative solutions, including the i-Scout Visual Mobile Search platform, which allows camera phones to recognize objects and deliver relevant content. Its Mobile Identifier platform utilizes biometric technologies such as facial recognition, fingerprint matching, and skin analysis to identify and compare tattoos or license plates. Additionally, Neven Vision provides Mobile-i Facial Feature Tracking software, enabling real-time or offline tracking of facial features in live or recorded video streams. These technologies serve various applications, including identity verification, video surveillance, mobile marketing, gaming, and enhanced communication. Founded in 2003 and headquartered in Santa Monica, California, Neven Vision also maintains offices in Tokyo, Japan, and Hamburg and Munich, Germany.

Picasa is a software application that specializes in organizing and viewing digital photos, as well as providing tools for editing images. It allows users to manage their photo collections efficiently and offers various features to enhance and modify images. By facilitating easy access and manipulation of digital photography, Picasa caters to both casual users and photography enthusiasts looking to streamline their photo management process.

Traditional cameras rely on an imaging lens which typically consists of several lens elements and a light sensitive sensor. Cameras have been built like this since 1816. Glass has been historically used to make high quality optical elements. We are replacing these elements with deep neural networks that give extreme flexibility when designing our cameras. It allows us to squeeze a huge sensor into an ultra thin module that fits perfectly into a mobile device without the need for protruding bumps. Our cameras bring SLR image quality into your pocket.