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 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 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 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 method of parking space classification includes receiving a command, analyzing an image using spot and vehicle detection machine learning models, calculating an intersection, and classifying a spot as available when the intersection does not exceed a value. A parking space classification system includes a processor and a memory storing instructions that, when executed by the processor, causes a server to receive a command, analyze an image using spot and vehicle detection machine learning models, calculate an intersection, and classify a spot as available when the intersection does not exceed a value. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to receive a command, analyze an image using spot and vehicle detection machine learning models, calculate an intersection, and classify a spot as available when the intersection does not exceed a value.

Abstract: A method of parking space dispatch includes receiving commands including an instruction to locate an available parking space, enqueueing the commands in a parking space request queue, analyzing a parking area image using machine learning to identify parking spaces, dequeueing the commands, and notifying users. 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 commands including an instruction to locate a parking space, enqueue the commands, analyze a parking area image using machine, dequeue the commands, and notify users. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive commands including an instruction to locate a parking space, enqueue the commands, analyze a parking area image using machine, dequeue the commands, and notify users.