Data communication interfaces for machine vision cameras and sensors; computer hardware and software for controlling camera and sensor operation; computer hardware and software for real-time object detection systems for detection, sorting, screening, classification, counting, and identification of objects; computer hardware and software for real-time object inspection systems for quality inspection, hyperspectral inspection, label inspection, barcode inspection, part inspection, and defect detection; computer hardware and software for optical character recognition, template matching, obtaining dimensions of objects, real-time image streaming; computer hardware and software for establishing and managing ethernet networks and multicasting image data to a network of processors in real-time; video-over-ethernet and video-over-USB interfaces for distributing video; gigabit ethernet and USB for transmission of data for image processing; ethernet and USB hardware, namely, ethernet and USB adapters, ethernet and USB switches, and ethernet and USB interfaces; image processing hardware and automated image processing software; software for real-time image processing for detection and inspection of objects and defects; peripheral computer hardware for image processing, namely, external frame grabbers; software development toolkits for digital video systems and cameras; computer hardware and software for situational awareness systems; computer hardware and software for machine vision inspection; artificial intelligence model packages being computer software for high-performance imaging; software computing platform for designing and integrating plug-in artificial intelligence models with hardware and software and allowing processing to support machine learning and computer vision algorithms; artificial intelligence hardware and software gateways connectable to inspection hardware and software to employ image processing capabilities; computer hardware and software systems for deploying image capture and processing systems for quality inspection; artificial intelligence hardware and software systems employing image processing and algorithm training for quality inspection of consumer goods, food and beverage, printed material, packaging, and manufactured parts
Electrical and Scientific ApparatusComputer system design and analysis related to visual screening, thermal screening, and three-dimensional screening of objects and persons; software design and software development and support services related to quality inspection, machine vision, industrial inspection, industrial robotics, sports analysis and broadcasting, barcode print verification, quality inspection of consumer goods, quality inspection of consumer goods food and beverage products, inspection of printed material, inspection of packaging, quality inspection of manufactured parts, and pharmaceutical products inspection; provision of customized computer software design for integrating hardware infrastructure and software with artificial intelligence and machine vision algorithms; development of computer platforms for real-time image and sensor data processing and computer programming services for data processing of real-time images; installation of computer software for real-time data processing; consultancy in the design and development of computer hardware and software for data processing, machine vision, image analysis, sensor analysis, and artificial intelligence models; maintenance of computer software for real-time data processing; provision of artificial intelligence development services in association with machine vision systems, image and sensed data analysis, and visual inspection systems
Computer and Scientific