Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support activity recognition using image or video processing (e.g., computer vision) and machine learning. To illustrate, a monitoring device may receive video data from a camera configured to capture video of a scene that includes a pipe of an oil rig. The monitoring device may perform motion detection on the video data to identify frames of the video data depicting motion. The identified frames may be provided to one or more machine learning models that are configured to determine whether the pipe is moving based on input video clips. The one or more machine learning models may be trained using labeled video clips that depict movement of the pipe or lack thereof. The monitoring device may generate an output based on the determination, the output indicating a slip to slip time associated with the pipe.

Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support activity recognition using image or video processing (e.g., computer vision) and machine learning. To illustrate, a monitoring device may receive video data from a camera configured to capture video of a scene that includes a pipe of an oil rig. The monitoring device may perform motion detection on the video data to identify frames of the video data depicting motion. The identified frames may be provided to one or more machine learning models that are configured to determine whether the pipe is moving based on input video clips. The one or more machine learning models may be trained using labeled video clips that depict movement of the pipe or lack thereof. The monitoring device may generate an output based on the determination, the output indicating a slip to slip time associated with the pipe.

Abstract: Methods, systems, and apparatus for providing an enhanced hotel guest experience. Disclosed methods include the actions of receiving data indicating the presence of a hotel guest from one or more sensors; generating a likelihood score that the hotel guest is going to their hotel room; determining that the generated likelihood score exceeds a likelihood threshold score; and based on determining that the generated likelihood score exceeds the likelihood threshold score, sending one or more instructions to one or more devices located within the hotel room.

Abstract: Methods, systems, and apparatus for providing an enhanced hotel guest experience. Disclosed methods include the actions of receiving data indicating the presence of a hotel guest from one or more sensors; generating a likelihood score that the hotel guest is going to their hotel room; determining that the generated likelihood score exceeds a likelihood threshold score; and based on determining that the generated likelihood score exceeds the likelihood threshold score, sending one or more instructions to one or more devices located within the hotel room.

Abstract: Methods, systems, and apparatus for providing an enhanced hotel guest experience. Disclosed methods include the actions of receiving data indicating the presence of a hotel guest from one or more sensors; generating a likelihood score that the hotel guest is going to their hotel room; determining that the generated likelihood score exceeds a likelihood threshold score; and based on determining that the generated likelihood score exceeds the likelihood threshold score, sending one or more instructions to one or more devices located within the hotel room.