Abstract: A method for detecting presence within a monitored area includes receiving live digital input from a building environment, detecting a human using a trained machine learning model, identifying a file digital item associated with the human by comparing the input to a prioritized list of digital items, and displaying a graphical representation of the area with a person indicator corresponding to the identified human. A room presence computing system includes a processor and memory storing instructions that, when executed, cause the system to detect humans, associate them with file digital items, and display monitored area information with person indicators. A non-transitory computer-readable medium includes instructions to detect human presence, identify file digital items, and present a graphical user interface showing the monitored area, including person indicators and associated operational data or device statuses, enabling user interaction with the system.

Abstract: A method for delegating conference rooms using room presence detection includes identifying a human in a digital image using a trained machine learning model; updating room presence information; and determining a next-available conference room. A room presence computing system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: identify a human in a digital image using a trained machine learning model; update room presence information; and determine, by analyzing the room presence information, a next-available conference room. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: identify a human in a digital image using a trained machine learning model update room presence information; and determine, by analyzing the room presence information, a next-available conference room.

Abstract: A computer-implemented method for performing smart building automated check-in includes receiving a digital image of a visiting user; receiving a visited user selection; and transmitting a notification to a computing device of the visited user, the notification including an identifier of the visiting user. A smart building automated check-in system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: receive a digital image of a user; receive a visited user selection; and transmit a notification to a computing device of the visited user, the notification including an identifier of the visiting user. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: receive a digital image of a user; receive a visited user selection; and transmit a notification to a computing device of the visited user, the notification including an identifier of the visiting user.

Abstract: An authentication method includes receiving an initial user authentication factor; storing the initial authentication factor; receiving one or more user verification authentication factors; and authenticating the user when a verification authentication factor matches the initial authentication factor. A user authentication system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: receive an initial user an initial authentication factor; store the initial user authentication factor; receive one or more user verification authentication factors; and authenticate the user when a verification authentication factor matches the initial authentication factor.

Abstract: A computer-implemented method includes displaying a bot client application including an active channel indicator, receiving bot input, analyzing the bot input, generating an output, and displaying the output. A smart building system includes a processor and a memory storing instructions that, when executed by the one or more processors, cause the system to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output.

Abstract: A system includes a processor and a memory storing instructions that, when executed by the processor cause the system to generate a machine learning model; generate an artificial neural network; analyze an image of a parking area using a spot detection machine learning model; analyze the image of the parking area using a vehicle detection machine learning model; and classify a parking space as available when an area of intersection does not exceed a predetermined value. A method includes analyzing an image of a parking area using a first machine learning model; analyzing the image of the parking area using second machine learning model; and classifying a parking space as available when an area of intersection does not exceed a predetermined value. A method includes generating a spot detection machine learning model; and generating, by analyzing a plurality of labeled images, an artificial neural network.

Abstract: A computer-implemented method includes identifying a vehicle using a trained convolutional neural network; analyzing an image of a parking area using a machine learning model; and transmitting an identification to a client computing device of the user. A vehicle parking spot dispatch system includes one or more processors; and a memory storing instructions that, when executed by the one or more processors, cause the system to identify a vehicle using a trained convolutional neural network; analyze an image of a parking area using a machine learning model; and transmit an identification to a client computing device of the user. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to identify a vehicle using a trained convolutional neural network; analyze an image of a parking area using a machine learning model; and transmit an identification to a client computing device of the user.

Abstract: A computer-implemented method for performing automatic lighting control includes receiving a selection of a lighting control, identifying an electric light, causing the electric light to perform an action; and displaying a response message to the user via the lighting control application. An automatic lighting control system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to receive a selection of a lighting control, identify an electric light, cause the electric light to perform an action; and display a response message to the user via the lighting control application. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to receive a selection of a lighting control, identify an electric light, cause the electric light to perform an action; and display a response message to the user via the lighting control application.

Abstract: A method of parking space dispatch includes receiving a user command, enqueueing the user command, analyzing an image of a parking area using a machine learning model, dequeueing the user command, and notifying the user of an identification of the available parking space. A vehicle parking spot dispatch system includes a processor and a memory storing instructions that, when executed by the processor, cause the system to receive a user command, enqueue the user command, analyze an image of a parking area using a machine learning model, dequeue the user command, and notify the user of the available parking space. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive a user command, enqueue the user command, analyze an image of a parking area using a machine learning model, dequeue the user command, and notify the user of the available parking space.

Abstract: A computer-implemented method includes displaying a bot client application including an active channel indicator, receiving bot input, analyzing the bot input, generating an output, and displaying the output. A smart building system includes a processor and a memory storing instructions that, when executed by the one or more processors, cause the system to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output.

Abstract: An authentication method includes receiving an initial user authentication factor; storing the initial authentication factor; receiving one or more user verification authentication factors; and authenticating the user when a verification authentication factor matches the initial authentication factor. A user authentication system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: receive an initial user an initial authentication factor; store the initial user authentication factor; receive one or more user verification authentication factors; and authenticate the user when a verification authentication factor matches the initial authentication factor.

Abstract: A computer-implemented method for performing smart building automated check-in includes receiving a digital image of a visiting user; receiving a visited user selection; and transmitting a notification to a computing device of the visited user, the notification including an identifier of the visiting user. A smart building automated check-in system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: receive a digital image of a user; receive a visited user selection; and transmit a notification to a computing device of the visited user, the notification including an identifier of the visiting user. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: receive a digital image of a user; receive a visited user selection; and transmit a notification to a computing device of the visited user, the notification including an identifier of the visiting user.

Abstract: A method for delegating conference rooms using room presence detection includes identifying a human in a digital image using a trained machine learning model; updating room presence information; and determining a next-available conference room. A room presence computing system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to: identify a human in a digital image using a trained machine learning model; update room presence information; and determine, by analyzing the room presence information, a next-available conference room. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: identify a human in a digital image using a trained machine learning model update room presence information; and determine, by analyzing the room presence information, a next-available conference room.

Abstract: An automated check-in method includes receiving a sign-in selection, displaying a user registration, capturing a photograph, receiving user information and a visited user selection, displaying a registration preview, and transmitting a notification. A smart building automated check-in system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to receive a sign-in selection, display a user registration, capture a photograph receive user information and a visited user selection, display a registration preview, and transmit a notification. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to receive a sign-in selection, display a user registration, capture a photograph, receive user information and a visited user selection, display a registration preview, and transmit a notification.

Abstract: A computer-implemented method for performing room presence detection includes receiving a live photograph, detecting a human in the live photograph using machine learning, identifying a file photograph by comparing the live photograph to a list of photographs and displaying a room map. A room presence computing system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to receive a live photograph, detect a human in the live photograph using machine learning, identify a file photograph by comparing the live photograph to a list of photographs and display a room map. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to receive a live photograph, detect a human in the live photograph using machine learning, identify a file photograph by comparing the live photograph to a list of photographs and display a room map.

Abstract: A computer-implemented authentication method includes receiving a first authentication factor, storing the first authentication factor, receiving a second authentication factor and authenticating a user when the first authentication factor matches the second authentication factor. A user authentication system includes one or more processors; and a memory storing instructions that, when executed by the one or more processors, cause the system to receive a first authentication factor, store the first authentication factor, receive a second authentication factor and authenticate a user when the first authentication factor matches the second authentication factor. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive a first authentication factor, store the first authentication factor, receive a second authentication factor and authenticate a user when the first authentication factor matches the second authentication factor.

Abstract: A computer-implemented method includes displaying a bot client application including an active channel indicator, receiving bot input, analyzing the bot input, generating an output, and displaying the output. A smart building system includes a processor and a memory storing instructions that, when executed by the one or more processors, cause the system to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to display a bot client application including an active channel indicator, receive bot input, analyze the bot input, generate an output, and display the output.

Abstract: A system includes a processor and a memory storing instructions that, when executed by the processor cause the system to generate a machine learning model; generate an artificial neural network; analyze an image of a parking area using a spot detection machine learning model; analyze the image of the parking area using a vehicle detection machine learning model; and classify a parking space as available when an area of intersection does not exceed a predetermined value. A method includes analyzing an image of a parking area using a first machine learning model; analyzing the image of the parking area using second machine learning model; and classifying a parking space as available when an area of intersection does not exceed a predetermined value. A method includes generating a spot detection machine learning model; and generating, by analyzing a plurality of labeled images, an artificial neural network.

Abstract: A computer-implemented authentication method includes receiving a first authentication factor, storing the first authentication factor, receiving a second authentication factor and authenticating a user when the first authentication factor matches the second authentication factor. A user authentication system includes one or more processors; and a memory storing instructions that, when executed by the one or more processors, cause the system to receive a first authentication factor, store the first authentication factor, receive a second authentication factor and authenticate a user when the first authentication factor matches the second authentication factor. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive a first authentication factor, store the first authentication factor, receive a second authentication factor and authenticate a user when the first authentication factor matches the second authentication factor.

Abstract: An automated check-in method includes receiving a sign-in selection, displaying a user registration, capturing a photograph, receiving user information and a visited user selection, displaying a registration preview, and transmitting a notification. A smart building automated check-in system includes a processor; and a memory storing instructions that, when executed by the processor, cause the system to receive a sign-in selection, display a user registration, capture a photograph receive user information and a visited user selection, display a registration preview, and transmit a notification. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to receive a sign-in selection, display a user registration, capture a photograph, receive user information and a visited user selection, display a registration preview, and transmit a notification.