neural-networks
(6)
Huddly
Huddly is an Oslo-based company that builds AI-powered conference cameras for hybrid meeting rooms. By running computer-vision neural networks directly on the camera (edge AI), Huddly devices automatically frame speakers, switch angles like a TV director, and improve over time through software updates. Its products work with Microsoft Teams, Zoom and Google Meet, and range from the single wide-angle IQ to the L1 and S1 and the multi-camera Huddly Crew system marketed as the world's first AI director. Founded in 2013, Huddly listed on Euronext Growth Oslo in December 2023.
Cogniac Corporation
Cogniac Corporation is a Silicon Valley company building an enterprise-grade, no-code computer vision platform that lets non-experts train and deploy AI models on visual data. Founded in 2015 by Ruckus Wireless veteran Bill Kish and Amy Wang, Cogniac turns cameras and images into operational insight - inspecting products, detecting defects, monitoring safety, and automating document handling across manufacturing, transportation, automotive, government, and logistics. Backed by roughly $46M from investors including National Grid Partners, Cisco Investments, and Autotech Ventures, it counts BNSF Railway, Ford, Georgia-Pacific, Doosan Bobcat, and Trimac among its customers.
Umbo Computer Vision
Umbo Computer Vision is a San Francisco and Taipei based startup building autonomous video security systems that use deep learning to watch camera feeds the way a human guard would - flagging intrusions, tailgating and wall-scaling in real time while ignoring birds, cats and weather. Founded in 2014 by Shawn Guan, Ping-Lin Chang and Tingfan Wu, the company pairs its SmartDome camera hardware with a neural-net engine called Light and a cloud platform, and has raised roughly $17.6M to sell mostly through security integrators to businesses, schools and public-safety customers.
Conatix
Conatix is an early-stage AI cybersecurity company that turns software into pictures so a computer can see malware before it runs. Its flagship product, CYSANA (CYberSecurity ANAlytics), converts executable files into images at the moment of download, uses deep-learning neural networks to spot malicious code, and pairs that with patented anti-encryption technology that stops malware from ever becoming ransomware. Founded by David Lehrer and developed in partnership with the University of Luxembourg's SnT centre, the company markets to managed security providers, CISO teams, banks, corporations, and government agencies across North America and Europe.
TerraClear Inc
TerraClear builds AI-powered machines that take one of farming's oldest, most miserable chores - picking rocks out of fields - and make it fast, precise, and increasingly autonomous. Founded in 2017 by serial entrepreneur and farm-raised Brent Frei, the Issaquah, Washington company pairs drone-based mapping, machine vision, and a robotic rock picker that clears hundreds of rocks an hour. In 2026 it launched TerraScout, a fully autonomous field-scouting robot that scans up to 1,000 acres a day for rocks, weeds, and more, turning images into real-time prescriptions for existing farm crews and equipment.
Hive
Hive is a San Francisco AI company that sells pre-trained machine learning models as APIs, focused on content moderation, AI-generated content detection, and visual understanding. Founded in 2013 by Kevin Guo and Dmitriy Karpman, Hive powers trust and safety at platforms like Reddit, BeReal, and Chatroulette, and runs deepfake detection contracts with the U.S. Department of Defense and Department of Homeland Security.