Computer hardware; computer peripherals; computers; computer servers; edge servers; network servers; integrated circuits; integrated circuits for enhancing graphical and video display; integrated circuits, semiconductors and computer chipsets; micro controllers; micro-processors; sensors; optical readers; optical scanners; semiconductors; electronic computer vision accelerators; graphics processing units (GPUs); edge devices; artificial intelligence computers; artificial intelligence software; artificial intelligence supercomputers; computer hardware and software for computer server and data storage virtualization; computer hardware and software for data centers for use in collecting, analyzing and reporting of computer network data; computer hardware and software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; software development tools; software development tools for use in artificial intelligence, computer vision deep learning, machine learning, high performance computing, distributed computing, and data virtualization; software for data management, analytics and pattern and activity recognition; software for the storage of electronic data; deep learning inference runtime for image classification, segmentation, and object detection neural networks; downloadable computer graphics; edge embedded device software to manage edge assets and devices; graphics software; hardware and software for operating sensor devices; hyperscale computing software; simulation, modeling and data processing software for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video streaming, maximizing graphics processing and performance; software; software for optimizing spaces, mapping spaces, category adjacencies, and stocking configurations; behavior engine software; software for analyzing anonymous location data and traffic flow in a physical space; software for tracking and analyzing movement in a physical space; software for analyzing human-to-human, human-to-robot, and robot-to-robot interactions; software for real-time visitor movement analysis; software for space planning, space management, space optimization, heat mapping, space design, space modeling; software for floor planning, merchandise planning, store design, store modeling, store performance measurement, fixture management, product category development, store surveys, and data collection, reporting and analysis; software for impact and utilization analysis; software for inventory and planning reporting; software for spatial mapping; software for visual modeling; spatial data software; software for real time location data analysis; software for consumer tracking behavior research and consumer trend analysis; software for mapping and digital environment detection; software for digitization and visualization of areas and spaces; software and firmware for developing artificial intelligence applications; software development kits (SDKs); software development kits (SDKs) for building software applications; application programming interface (API) for artificial intelligence software applications; application programming interface (API) for use in building software applications; software development tools for advanced graphics processing, for managing and implementing virtual desktop infrastructures, for virtual desktops and applications, and for virtualization technology software; software featuring libraries for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software featuring libraries for machine learning training; software for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software for controlling and managing access to server applications; software for controlling edge devices; software for enhancing computer performance, for operation of integrated circuits, semiconductors, computer chipsets and micro-processors, and for gaming purposes; software for facilitating data transmission, data collection, data analysis, and decision-making; software for integrating electronic data with real world environments for the purpose of capturing, processing, and visualizing modeling and placement of goods of others and visual image markers; software for modifying and enabling transmission of images, audio, audio visual and video content and data; software for neural network inferencing; software for operating and managing integrated circuit components; software for operating artificial intelligence; software for post processing images, graphics and text; software for processing images, graphics, audio, video, and text; software for professional designers, engineers, and scientists for advanced graphics processing and visual computing; software for simulation, modeling and data processing for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, and maximizing graphics processing and performance; software for the collection, managing, editing, organizing, modifying, transmission, and sharing of data and information; software for use as an application programming interface (API); software for use in artificial intelligence apparatus; software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; software for use in operating artificial intelligence platforms; software for use in artificial intelligence, computer vision, machine learning, deep learning, high performance computing, image feature extraction, natural language processing, supervised learning, un-supervised learning, predictive analytics, software development, edge computing, fog computing, decentralized computing, and internet of things; software platforms for artificial intelligence; software that assists computers in deploying parallel applications and performing parallel computations; software using artificial intelligence and natural language processing for extracting data from unstructured and semi-structured documents, for classifying and searching documents, and for natural language processing; software, firmware and hardware for edge computing, artificial intelligence, high performance computing, distributed computing, machine learning, automation controls, data collection, data analytics and internet of things; software, namely, knowledge-based artificial intelligence platforms, data analytics platforms, and automation platforms; web scale computing software.

Advanced product research in the field of artificial intelligence; cloud computing services; cloud computing services featuring software for use in artificial intelligence; computer programming in the field of artificial intelligence; computer software technical support services, technical information and technical support regarding software patches, upgrades and updates; computer system analysis; computer system design services; computer technology consultancy in the fields of machine learning, deep learning, and deep neural networks; consulting in the field of data analytics in the nature of data mining and computer networking for artificial intelligence training and inference infrastructure; design and development of computer hardware and software; design and development of computer hardware and software in the fields of machine learning, deep learning, and deep neural networks; design, development, customization, integration, support and maintenance of computer software; designing of machines, apparatus, instruments, including their parts, or systems composed of such machines, apparatus and instruments; development of open-source software; industrial research in the field of system analysis and optimization of hyperscale computer systems and cloud computing systems; providing non-downloadable software for the storage of electronic data; providing non-downloadable simulation, modeling and data processing software for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video streaming, maximizing graphics processing and performance; providing non-downloadable software; providing non-downloadable software for optimizing spaces, mapping spaces, category adjacencies, and stocking configurations; providing non-downloadable behavior engine software; providing non-downloadable software for analyzing anonymous location data and traffic flow in a physical space; providing non-downloadable software for tracking and analyzing movement in a physical space; providing non-downloadable software for analyzing human-to-human, human-to-robot, and robot-to-robot interactions; providing non-downloadable software for real-time visitor movement analysis; providing non-downloadable software for space planning, space management, space optimization, heat mapping, space design, space modeling; providing non-downloadable software for floor planning, merchandise planning, store design, store modeling, store performance measurement, fixture management, product category development, store surveys, and data collection, reporting and analysis; providing non-downloadable software for impact and utilization analysis; providing non-downloadable software for inventory and planning reporting; providing non-downloadable software for spatial mapping; providing non-downloadable software for visual modeling; providing non-downloadable spatial data software; providing non-downloadable software for real time location data analysis; providing non-downloadable software for consumer tracking behavior research and consumer trend analysis; providing non-downloadable software for mapping and digital environment detection; providing non-downloadable software for digitization and visualization of areas and spaces; providing non-downloadable software development tools; providing non-downloadable software featuring libraries for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; providing non-downloadable software featuring libraries for machine learning training; providing non-downloadable software for artificial intelligence, computer vision, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; providing non-downloadable software for artificial intelligence, machine learning, deep learning, and deep neural networks; providing non-downloadable software for computer graphics; providing non-downloadable software for computer server and data storage virtualization; providing non-downloadable software for controlling and managing access to server applications; providing non-downloadable software for data centers for use in collecting, analyzing and reporting of computer network and telecommunications data; providing non-downloadable software for data management, analytics and pattern and activity recognition; providing non-downloadable software for edge computing, artificial intelligence, high performance computing, distributed computing, machine learning, automation controls, data collection, data analytics and internet of things; providing non-downloadable software for enhancing computer performance, for operation of integrated circuits, semiconductors, computer chipsets and micro-processors, and for gaming purposes; providing non-downloadable software for facilitating data transmission, data collection, data analysis, and decision-making; providing non-downloadable software for integrating electronic data with real world environments for the purpose of capturing, processing, and visualizing modeling and placement of goods of others and visual image markers; providing non-downloadable software for managing large scale data centers, data analysis, data storage, and storage system performance analysis; providing non-downloadable software for modifying and enabling transmission of images, audio, audio visual and video content and data; providing non-downloadable software for neural network inferencing; providing non-downloadable software for operating and managing integrated circuit components; providing non-downloadable software for post processing images, graphics and text; providing non-downloadable software for processing images, graphics, audio, video, and text; providing non-downloadable software for professional designers, engineers, and scientists for advanced graphics processing and visual computing; providing non-downloadable software for simulation, modeling and data processing for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, and maximizing graphics processing and performance; providing non-downloadable software for the collection, managing, editing, organizing, modifying, transmission, and sharing of data and information; providing non-downloadable software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; providing non-downloadable software for use in the fields of artificial intelligence, machine learning, deep learning, high performance computing, image feature extraction, natural language processing, supervised learning, un-supervised learning, predictive analytics, software development, edge computing, fog computing, decentralized computing, and Internet of Things; providing non-downloadable software that assists computers in deploying parallel applications and performing parallel computations; providing non-downloadable software using artificial intelligence and natural language processing for extracting data from unstructured and semi-structured documents, for classifying and searching documents, and for natural language processing; platform as a service (PAAS) featuring computer software platforms for artificial intelligence applications; platform as a service (PaaS) featuring computer software platforms for natural language processing, machine learning, voice command and recognition, converting speech to text, data analytics, and artificial intelligence; platform as a service (PaaS) featuring knowledge-based artificial intelligence computer software platforms, data analytics software platforms, and automation software platforms; platform as a service to enable access to a decentralized supercomputer consisting of a pool of devices connected to the internet; providing computer programs on data networks; providing fog and edge computing services for use in generating, collecting, and analyzing data, and the operation of compute, storage and networking services; research in the fields of data center hardware, hyperscale and cloud computing hardware systems; software as a service (SaaS) featuring computer software platforms for natural language processing, machine learning, voice command and recognition, converting speech to text, data analytics, and artificial intelligence; software design in the field of artificial intelligence; software development in the field of artificial intelligence and machine learning.