Abstract: Embodiments of the present disclosure relate to workload-based dynamic throttling of video processing functions. Systems and methods are disclosed that dynamically throttle video processing and/or streaming based on a workload. Live video is captured from one or more sources (e.g., cameras) and stored. The video is then provided to a video processing engine and a video streaming engine. The video processing engine may perform one or more operations such as object detection, object tracking, and object classification to produce characterization data (e.g., bounding boxes, object trajectories, alerts, object labels, object counts, boundary crossings, intersection highlighting, etc.). System resource usage and performance of the video processing and streaming are monitored to produce workload data (e.g., metrics). Based on the policies and the workload data, the video streaming and/or processing is dynamically reconfigured by adjusting parameters provided to the video streaming and processing engines.

Abstract: Embodiments of the present disclosure relate to workload-based dynamic throttling of video processing functions. Systems and methods are disclosed that dynamically throttle video processing and/or streaming based on a workload. Live video is captured from one or more sources (e.g., cameras) and stored. The video is then provided to a video processing engine and a video streaming engine. The video processing engine may perform one or more operations such as object detection, object tracking, and object classification to produce characterization data (e.g., bounding boxes, object trajectories, alerts, object labels, object counts, boundary crossings, intersection highlighting, etc.). System resource usage and performance of the video processing and streaming are monitored to produce workload data (e.g., metrics). Based on the policies and the workload data, the video streaming and/or processing is dynamically reconfigured by adjusting parameters provided to the video streaming and processing engines.

Abstract: A tennis analysis system analyzes tennis game play and generates game statistics for one or more players involved in a tennis session including match play. The system involves electronic portable devices that may be in a form of a dampener device. The portable devices can be mounted on tennis rackets for capturing stroke and other game related data during tennis play. Further, supplemental data may also be captured using personal devices such as mobile phones. The data generated by the electronic portable devices and personal devices can be used in combination by the tennis analysis system to perform game analysis.

Abstract: A method for analyzing a tennis session for game improvement using a portable device and a tennis analysis system, includes collecting information from the tennis session using the portable device attached to a racket used in a game for a plurality of strokes, transferring the collected information from the portable device to the tennis analysis system using a communication interface; analyzing information relating to the plurality of strokes; analyzing information relating to collections of strokes from said plurality of strokes to identify rallies, games, sets and matches played during the session, by said tennis analysis system; and generating a plurality of game statistics.

Abstract: A tennis analysis system analyzes tennis game play and generates game statistics for one or more players involved in a tennis session including match play. The system involves electronic portable devices that may be in a form of a dampener device. The portable devices can be mounted on tennis rackets for capturing stroke and other game related data during tennis play. Further, supplemental data may also be captured using personal devices such as mobile phones. The data generated by the electronic portable devices and personal devices can be used in combination by the tennis analysis system to perform game analysis.

Abstract: A method for analyzing a tennis session for game improvement using a portable device and a tennis analysis system, includes collecting information from the tennis session using the portable device attached to a racket used in a game for a plurality of strokes, transferring the collected information from the portable device to the tennis analysis system using a communication interface; analyzing information relating to the plurality of strokes; analyzing information relating to collections of strokes from said plurality of strokes to identify rallies, games, sets and matches played during the session, by said tennis analysis system; and generating a plurality of game statistics.