MassChallenge

Mod Tech Labs is a developer of an automated workflow platform tailored for the visual effects industry. The company has created an AI Cloud SaaS platform that significantly streamlines the processing of imagery assets, including photogrammetry, volumetric video, and scans. By allowing users to simply drag and drop raw imagery, Mod Tech Labs’ software processes these assets up to 99% faster than traditional manual workflows. This technology not only enhances the quality of three-dimensional digital content but also helps clients reduce infrastructure costs and labor hours, making the creation of 3D content more efficient and accessible.

(re)conceive ai develops an ultra-low-power hardware platform for processing the next generation of artificial intelligence at the Edge.

Thermy is a healthcare company focused on early breast cancer detection through a non-invasive screening tool that utilizes machine learning and thermography. The platform is designed to operate on both mobile and desktop devices, allowing for accessible screening options. By employing infrared cameras, Thermy aims to assist healthcare professionals in distinguishing patients with a high or low likelihood of breast cancer. This innovative approach seeks to reduce mortality rates associated with late detection, ultimately enhancing patient outcomes in breast cancer diagnosis.

Vaico develops technological solutions to complex computer vision and data analytics problems. We use deep learning, IoT, and cloud computing aiming at four strategic markets: i. work-related accidents reduction, ii. surveillance automation, iii. visual-analysis task automation in the industrial field, and iv. mobility management automation.

KNWN is a developer-first, end-to-end, digital identity authentication and management company that reduces losses from fraud while increasing engagement between organizations and their customers. We use a combination of AI-powered unique device communication and evolving facial biometrics, with an optional unique PIN code to deliver secure identity verification and authentication, with unmatched speed and accuracy at scale from enrollment through every transaction, across any platform and camera-enabled device. KNWN is creating trust in our rapidly evolving digital world by balancing privacy, security, and access.

Developer of photography software designed to provide end-to-end solutions to capture, edit, share, and embed virtual tours. The company's platform offers various features such as interior panorama, customized backgrounds, damage reports, FTP capabilities, automatic integrations, car photography, and more, helping automotive dealers with all their media and content creation and distribution.

Centeye is a leading developer of extremely compact vision systems for robotics and embedded platforms

Recovering 3D models using 2D images

Jaxon.AI specializes in leveraging artificial intelligence to create custom training sets for document classifiers, adapting to specific domain requirements. The platform enhances sparsely-labeled training sets through several innovative features, including autonomous labeling for large-scale data, intelligent aggregation of various labeling methods, and meticulous data grooming that organizes information into optimized learning batches. Additionally, it facilitates human-machine collaboration by integrating subject matter expert knowledge into the data processing. By streamlining these processes, Jaxon.AI significantly reduces the time and cost associated with traditional human-powered data labeling, delivering high-quality training sets in minutes instead of months. The company's technology also supports data science teams in navigating the research-design-build cycle, utilizing advanced methods to address complex, use case-specific challenges effectively.

Developer of a visual error exploration system designed to provide remote error diagnosis for industrial productions. The company uses visual data and machine learning to provide real-time insights into industrial production errors by providing resolutions such as improved machine planning, fast production error diagnosis, and automated information exchange, allowing users to identify and resolve incidents quickly and precisely.

EyeKnow specializes in an AI-driven monitoring system that enhances safety for children and seniors in home and care facility environments. Utilizing advanced computer vision technology, EyeKnow's solution provides continuous surveillance, detecting incidents such as falls or irregular activities, as well as monitoring interactions between caregivers and vulnerable individuals to identify potential abuse or negligence. The system integrates easily with existing security cameras and delivers real-time insights and alerts to stakeholders through a user-friendly mobile app and live dashboard. By combining AI with security camera footage, EyeKnow aims to protect vulnerable populations from violence and ensure peace of mind for families and caregivers.

Developer of textile digitization technology intended to offer transparency regarding the components and quality of fabrics. The company's technology utilizes artificial intelligence, a set of sensors, and a system of algorithms to collect various textile properties and create a digital identification of the fabric, enabling clients from the fashion industry to streamline their sample selection processes and recognize fake garments.

Dipsee aims to help prevent drowning. It bases its tailored solutions on research into the most common drowning scenarios. Its systems combine classification, detection, recognition, and situational awareness to notify users of the actions required to reduce pool-related danger.

RobotAI is a technology company based in Haifa, Israel, founded in 2018. The company specializes in developing artificial intelligence software that enhances camera capabilities, allowing them to function as advanced 3D measurement devices. This software enables the detection of objects and the extraction of their position and orientation from a single image, making it applicable in various environments. By integrating sensors and high-level control, RobotAI's solutions improve indoor navigation, enhance arm-vision control, and facilitate object manipulation, providing businesses with innovative tools to optimize their operations.

Developer of precision agriculture and farming management systems designed for monitoring parasitic insects. The company's systems offer pest traps to be installed in the field that can photograph, recognize and count harmful insects and transmit the results obtained in real-time via smartphone and website, enabling farmers to monitor the state and health of crops and integrate control of their farms.

Wesense.ai specializes in enhancing the capabilities of existing camera systems by providing a real-time visitor analytics platform tailored for offline businesses. By integrating its smart solutions into current CCTV infrastructures, Wesense.ai enables retailers to monitor in-store visitor behavior and identify factors that may impede growth. This technology allows businesses to capture and analyze customer data, generating actionable insights that facilitate informed decision-making and strategy development aimed at maximizing conversions. Through its innovative approach, Wesense.ai helps clients better understand their customers and improve overall operational efficiency.

Snaptivity is a technology company revolutionizing fan engagement at live sporting and music events through its innovative photo-sharing platform. Utilizing robotic cameras and advanced AI and IoT sensors, Snaptivity automatically captures candid moments of excitement among fans, such as high-fives and celebrations, delivering these images directly to their smartphones in real-time. This unique approach not only enhances the overall experience for attendees but also provides teams and clubs with a new media stream to increase sponsorship revenue. By facilitating targeted and personalized interactions with fans, Snaptivity enables brands to engage at scale, creating meaningful connections that benefit both sponsorship initiatives and e-commerce opportunities.

ImagoAI provides agri-food quality decision system using Artificial Intelligence. The AI powered system helps in delivering consistent food quality, generate premium products, and prevent supply chain waste. Companies use our technology to increase revenues, reduce food loss, and prevent product recalls.

Crosscope is a medical AI software company focused on enhancing cancer diagnosis through advanced deep learning technology. It has developed a digital pathology imaging platform that facilitates the extraction of medical image information and supports precision medicine. By streamlining and accelerating pathology lab processes, Crosscope's platform improves interoperability, storage, image management, and collaboration among pathologists. This innovation enables more precise cancer diagnoses, ultimately enhancing workflow efficiency and patient outcomes.

AISpotter is a provider of video analytics services that leverages artificial intelligence to analyze both live and pre-recorded video footage. The company’s technology automatically identifies key events during matches, creating a collection of video highlights that can be easily accessed by coaches and analysts. By utilizing off-the-shelf cameras and cloud data, AISpotter delivers accurate, cost-effective, and rapid results, offering a comprehensive view of the pitch. This enables coaches to gather tactical and precise data about their teams, facilitating informed decision-making and enhancing overall performance. Through its innovative solutions, AISpotter aims to transform video content into valuable insights for sports professionals, enhancing their ability to engage with fans and make strategic predictions.

DeepSee.ai is a company that focuses on Knowledge Process Automation powered by artificial intelligence. It has developed a business process automation system specifically tailored for banking and financial services. The company's technology analyzes and routes communications to streamline and enhance complex business processes while ensuring security compliance. DeepSee.ai's solutions are designed to be model agnostic, allowing clients to refine their data effectively. This enables organizations to create, manage, and access a unified base of collective business intelligence, ultimately improving operational efficiency and decision-making.

Pixm, Inc. is a cybersecurity company based in New York that specializes in developing artificial intelligence technologies aimed at preventing phishing breaches. Founded in 2013, Pixm employs visual recognition to identify zero-day phishing attacks, effectively scrutinizing every webpage for brand and login impersonations without relying on traditional whitelisting methods. The company's services encompass anti-phishing, email security, computer vision, and deep learning, providing comprehensive security solutions for businesses and organizations to enhance their website, network, and computer security.

PXL Vision AG is a Swiss technology company founded in 2017 and headquartered in Zurich. The company specializes in designing and developing software solutions for identity verification and customer onboarding. Its primary product, Daego, utilizes advanced document and identity verification to create trusted digital identities for users. PXL Vision employs cutting-edge computer vision and machine learning technologies, leveraging expertise from former key employees of Dacuda AG, an award-winning computer vision firm. The company also has research and development centers in Novi Sad, Serbia, and Yerevan, Armenia, enhancing its capabilities in innovative software development.

Pixm, Inc. is a cybersecurity company based in New York that specializes in developing artificial intelligence technologies aimed at preventing phishing breaches. Founded in 2013, Pixm employs visual recognition to identify zero-day phishing attacks, effectively scrutinizing every webpage for brand and login impersonations without relying on traditional whitelisting methods. The company's services encompass anti-phishing, email security, computer vision, and deep learning, providing comprehensive security solutions for businesses and organizations to enhance their website, network, and computer security.

Dyad Medical develops software that automatically analyzes the content of cardiac and cardiovascular images. Its software applications support both treatment decision making in the clinic and analysis in research, enabling researchers to optimize observations and conclusions. It was founded in 2018 and headquartered in Boston, Massachusetts.

Stroma is engaged in the development of advanced edge processing devices aimed at enhancing safety, quality, and efficiency in industrial workplaces. The company's platform utilizes computer vision technology to monitor driver behavior and assess worker fatigue, distraction, and ergonomic load in real-time. By transforming complex data streams into clear, actionable insights, Stroma facilitates continuous quality control and immediate feedback mechanisms. This innovative approach helps reduce accidents and improve overall operational safety in various industrial environments.

Westlight AI develops data provenance systems designed to offer support for repurposed malware, blockchain, and AI. Through novel applications of AI, the company's systems re-conceptualize data access and control. Westlight AI, Inc. was founded in 2019 by Aaron Greenblatt and is based in Palo Alto, California.

SmileML, Inc. designs and develops emotion recognition software. It offers user research software that analyzes user emotion in interview videos, transcribes speech, and allows to share insight with collaborative tools. The company was founded in 2017 and is based in Indianapolis, Indiana.

Leaperr is an artificial intelligence system based on novel technology that combines Deep-Learning, Image-Processing algorithms and stochastic methods that can automatically produce interior design plans by itself, generating creative, new fresh designs without human assistance. Leaperr's unique algorithm captures user preferences and space structure, as well as user's needs and constrains. It instantly creates various personalized design options for any given space. Leaperr demonstrates the visual potential of spaces while creating, at the same time, basic (or full) interior design plans. Leaperr saves time & money as well as the need to visualize abstract design plans. Options are presented as "photo images" making abstract design plans vivid and tangible. No pre designing knowledge is required

Fitly, Inc. is a Philadelphia-based company that develops a mobile web application and a countertop device aimed at helping families and children plan, purchase, and prepare healthy meals. The core product, SmartPlate, utilizes advanced food recognition technology to provide users with personalized meal plans based on specific health goals. By pairing the SmartPlate app with a countertop device, users can achieve precise image recognition and nutrient tracking, accessing a comprehensive database of food items for easy tracking. SmartPlate offers personalized guidance on various health aspects, including weight management, energy levels, portion control, and dietary needs. The device is designed to improve the efficiency of meal tracking significantly, aiming to enhance accountability for users managing their diets, whether for weight loss, athletic performance, or chronic illness management. Incorporating advanced object recognition and load sensors, SmartPlate delivers accurate meal analysis, positioning itself as an innovative alternative to traditional calorie-counting methods.

Developer of image recognition platform designed to offer brands more accurate store data in real-time. The company's platform recognizes the objects located on the shelf to assess shelf share, product presence and planogram compliance as well as provides discrepancy reports, image overwriting, photo stitching, image acceptance and on-device reporting, thereby helping retailers, distributors and brokers eliminate manual data collection.

Be My Eyes is a free mobile application aimed at enhancing the independence of blind and visually impaired individuals by connecting them with sighted volunteers for visual assistance. Through a simple button press, users initiate a live video call that allows volunteers to assist with various tasks and challenges. The platform has garnered a community of over 1.9 million users across 150 countries, making it the largest online support network for the blind and visually impaired. By leveraging technology and human connection, Be My Eyes facilitates a unique avenue for generosity, helping to improve the everyday lives of those with visual impairments.

LuminDx, Inc. is a Boston-based company that specializes in developing a mobile application designed to assist physicians in visually diagnosing skin conditions through the use of computer vision and artificial intelligence. The application allows patients to take photographs of their skin issues, answer straightforward questions, and receive immediate feedback on similar skin diseases along with guidance on relevant inquiries for further evaluation. By leveraging a database of one million diagnosed images, LuminDx aims to enhance the diagnostic capabilities of healthcare providers, helping to analyze clinical symptoms and potentially reduce unnecessary prescriptions, treatments, and referrals to dermatologists. Incorporated in 2017, LuminDx is focused on improving patient outcomes in the realm of dermatology.

TheWhollySee is a seed-stage start-up on a mission to build large, diverse, and high-fidelity image datasets for the training and certification of AI brains that drive autonomous vehicles.

Intello Labs (India) Pvt Ltd designs and develops an image based artificial intelligence solution for quality assessment of agricultural commodities. The company offers agricultural product grading solution which tests and analyzes the visual quality factor of agricultural commodities by using deep learning of parameters, such as crop infestation, nutrient deficiency; and harvest quality evaluation of fruits, vegetables, and grains. The solution is accessible through a smartphone application and also uses a photo of the commodity sample to generate quality metrics. It caters to farmers, traders, millers, retailers, and end users. The company was founded in 2016 and is based in Gurugram, India.

Colorimetrix is a developer of mobile software that transforms smartphones into portable spectrophotometers, allowing for the semi-quantitative measurement of colorimetric test strips or solutions. By utilizing the smartphone's camera and a specialized mathematical algorithm, the application can automatically read and interpret results from both commercial and research colorimetric tests. This functionality enables users to diagnose concentration values of substances measured in colorimetric tests, facilitating the storage and analysis of results on the smartphone for trend evaluation or sharing via email.

Adhark is an image performance software company that quantifies design to elevate brand performance. The Adhark Platform uses patented artificial intelligence and machine learning technology to understand the visual preferences of consumer audiences, guide creative decision-making, and deliver marketing success through enhanced imagery. Adhark also developed and maintains the I-Score™, which is relied on by creative and marketing professionals to evaluate the resonance of imagery. Headquartered in Boston, Adhark’s award-winning application of AI technology demystifies the impact of creative art, exposing a variety of unforeseen visual stimuli that ignite engagement. Join the Adhark Community and be a part of the movement: www.adhark.com.

Preksh is a provider of visual commerce solutions that enhances the shopping experience by offering a virtual shopping platform. The company has developed innovative technology that allows consumers to engage with a 360-degree view of physical stores, facilitating a seamless online shopping experience reminiscent of being in a brick-and-mortar environment. With a focus on augmented reality, Preksh enables retailers to engage customers more effectively, allowing them to explore products and make purchases at their convenience, anytime and anywhere. The company has also filed for patents to protect its pioneering technology, reinforcing its commitment to advancing the visual commerce sector.

ML platform for human body movement recognition where developers, content creators in AR/VR/MR, corporate R&D, and universities have access to shared & private searchable movement data in 3D, utilize KinTrans software to record movement data for public and/or private use, and licensing KinTrans movement recognition APIs.

Piktia is a mobile app where users can choose their favorite photos from their phone or social media, to create prints and photo albums in seconds and get them delivered at their doorstep. Taking photos and sharing them with friends and family has never been easier, thanks to Smartphones, trillions of photographs are created every day, and many of them have the possibility to become printed pictures. Today’s photo printing solutions are expensive, inefficient and hard to use. Users in Latin America have to spend over 90 minutes in average to print their photos. With Piktia they can do it in just seconds and get their pictures delivered at home.

Pixm, Inc. is a cybersecurity company based in New York that specializes in developing artificial intelligence technologies aimed at preventing phishing breaches. Founded in 2013, Pixm employs visual recognition to identify zero-day phishing attacks, effectively scrutinizing every webpage for brand and login impersonations without relying on traditional whitelisting methods. The company's services encompass anti-phishing, email security, computer vision, and deep learning, providing comprehensive security solutions for businesses and organizations to enhance their website, network, and computer security.

Piktia is a mobile app where users can choose their favorite photos from their phone or social media, to create prints and photo albums in seconds and get them delivered at their doorstep. Taking photos and sharing them with friends and family has never been easier, thanks to Smartphones, trillions of photographs are created every day, and many of them have the possibility to become printed pictures. Today’s photo printing solutions are expensive, inefficient and hard to use. Users in Latin America have to spend over 90 minutes in average to print their photos. With Piktia they can do it in just seconds and get their pictures delivered at home.

TriEye Ltd. is a semiconductor startup based in Tel Aviv, Israel, specializing in Short Wave Infrared (SWIR) imaging solutions for autonomous vehicles. Founded in 2017, the company develops advanced sensing technologies that enhance visual capabilities in challenging driving conditions, such as darkness, rain, fog, and dust. By providing cost-effective and high-resolution SWIR sensors, TriEye addresses the critical low-visibility challenges faced by autonomous vehicles, aiming to improve safety and reduce the risk of accidents. Their innovative approach accelerates pixel-level performance in cameras, enabling a clearer and more reliable vision for autonomous driving under various environmental conditions.

RFISee is focused on developing advanced radar technology aimed at enhancing the safety and functionality of autonomous vehicles, drones, and robots. The company is creating the world's first 4D imaging radar on a single chip, which features high-resolution, low-cost radar sensors. These sensors are capable of generating real-time 3D location and velocity maps of surrounding objects, thereby facilitating greater automation in driving. RFISee's innovative approach is set to disrupt the transportation industry by enabling safer vehicles and introducing new business models. The technology is particularly well-suited for the autonomous car market, which is experiencing rapid growth, as radar systems are reliable in various weather and lighting conditions, making them a preferred choice in military and defense applications.

Pzartech develops a visual recognition technology that enables user of complex mechanical equipment to quickly identify parts using image processing and deep learning. They aim to enable maintenance operator to receive info regarding the mechanical parts they are working on using cameras from smartphones and tablets.

Galaxy.AI specializes in automating property and casualty insurance claims processing through its proprietary deep learning technology. The company employs machine vision and deep learning algorithms to analyze images of damaged vehicles, enabling it to provide accurate claims cost estimates via a mobile application and for claims adjusters. By streamlining the claims process, Galaxy.AI aims to disrupt the substantial $50 billion annual market. The company has gained recognition for its innovative approach, being highlighted in Inc. magazine as one of the top artificial intelligence companies to watch in 2017, and it collaborates with leading global insurance firms.

RetiSpec is focused on creating a non-invasive eye scanner designed for the early detection of Alzheimer's Disease pathology, potentially years before symptoms manifest. By employing AI-driven retinal imaging technology, RetiSpec's approach allows for a straightforward eye exam that identifies markers of neurodegenerative diseases. This innovation aims to provide healthcare providers with a means to deliver accessible, affordable, and scalable early diagnosis, facilitating timely interventions with emerging therapeutics that can significantly impact the progression of the disease.

Lobster IT Limited operates a social content marketplace that facilitates the buying and selling of photo licenses. The platform connects users from social media platforms such as Instagram, Flickr, Facebook, YouTube, and Vimeo, enabling brands, agencies, and media outlets to license visual content directly from everyday users. Leveraging advanced artificial intelligence technology, Lobster efficiently searches through vast amounts of online content, utilizing image recognition and metadata to identify high-quality, authentic visual materials. This innovative approach allows semi-professional photographers and videographers to monetize their work while offering clients a diverse range of genuine and relatable images and videos, often more compelling than traditional stock photography. Founded in 2013 and based in London, Lobster aims to simplify the search for relevant content, making it accessible for various media campaigns and storytelling needs.

GiveVision specializes in developing software for smart glasses designed to assist blind and partially sighted individuals. Their technology functions as an intelligent companion, capable of recognizing text, people, places, and objects. By providing real-time information to users, it enhances their mobility and independence, significantly improving their quality of life.

Bird.i collates and disseminates the best of the world’s satellite, airborne and drone imagery in real time, in order to provide insights and data to businesses globally. The high quality, frequency and accuracy of Bird.i’s images are superior even to the likes of Google Maps, meaning that clients can efficiently monitor changes and trends on the ground, helping companies solve problems, make important decisions, gain competitive advantage and plan for the future.

Ivory is an iOS app that gives any musician, regardless of skill level, useful tools to engage with their sheet music electronically. They are using the recently updated audio recognition capabilities of the iPad to develop a lesson app that will provide curated lessons, easy access to digital sheet music, and real-time feedback as you learn to play piano. By doing this aspiring musicians can embrace their passion for music in the most convenient way possible. Ivory is a music education app which listens to you play, providing real-time analytics, targeted lessons, and gamified elements.

Lobster IT Limited operates a social content marketplace that facilitates the buying and selling of photo licenses. The platform connects users from social media platforms such as Instagram, Flickr, Facebook, YouTube, and Vimeo, enabling brands, agencies, and media outlets to license visual content directly from everyday users. Leveraging advanced artificial intelligence technology, Lobster efficiently searches through vast amounts of online content, utilizing image recognition and metadata to identify high-quality, authentic visual materials. This innovative approach allows semi-professional photographers and videographers to monetize their work while offering clients a diverse range of genuine and relatable images and videos, often more compelling than traditional stock photography. Founded in 2013 and based in London, Lobster aims to simplify the search for relevant content, making it accessible for various media campaigns and storytelling needs.

RetailSights generate actionable insights to brands through computer vision to help them understand shoppers behavior in their stores. RetailSights aim to increase sales & reduce unnecessary cost for brands by delivering a dashboard with real actionable insights of in-store customers behavior. They place cameras and with their artificial intelligence technology extract information like gender, age group, interaction with the shelf, path in the store, among others. With powerful Big Data and A.I. tools they automatically synthetize this information with business rules and behavioral economics models to deliver recommendations

Pixtr Ltd. is a mobile photo editing application company based in Haifa, Israel, founded in 2012. The application is designed to enhance photographs automatically, making professional-quality results accessible to all users, regardless of their photography expertise. By focusing on key elements in images, particularly people's appearances, Pixtr helps users achieve flattering edits with minimal effort. The app offers features such as removing skin blemishes and red-eye, as well as enhancing the natural look of selfies, even in group photos. Pixtr aims to simplify the photo improvement process, making it mainstream and positioning itself as a standard tool for enhancing images taken with mobile devices.

Most surveillance systems rely on humans to identify threats while attending to a large set of disparate camera feeds. Our “Pancam” disrupts this operational surveillance model by capturing and analyzing real-time, 3D, 360⁰ panoramic video. The autonomous surveillance enabled by the Pancam will lead to tremendous facility cost savings and safety improvements. It'll significantly impact the $100M addressable video analytics market and can be used in other apps, from robotics to entertainment.

Bounce Imaging, Inc. specializes in the manufacturing of tactical throwable cameras equipped with multiple lenses and sensors, designed primarily for use by police and firefighters. The company's innovative products enable first responders to safely assess hazardous environments remotely, providing real-time video and sensor data while maintaining stability during movement. In addition to its camera systems, Bounce Imaging offers a variety of accessories, including pole attachments, tethers, car chargers, headsets, wrist straps, and magnetic mounts. The company also provides cloud-based services that encompass technical consulting, design and implementation support, and troubleshooting for imaging and processing hardware. Founded in 2012, Bounce Imaging is headquartered in Buffalo, New York.