A freestanding structural display apparatus for sport goalpost includes a freestanding media structure, a main computing device, and a sporting game-scoring structure. The freestanding media structure includes a frame, a control room, a hospitality suite, a plurality of display panels, a lower display ring, and a plurality of output panels. The frame is fully enclosed by the plurality of display panel and the plurality of output panels. The lower display ring is laterally connected around the frame at the ground level. The control room and hospitality suite are internally connected to the frame as the main computing device is positioned within the control room. The sporting game-scoring structure is connected to the frame and positioned atop a top panel of the plurality of display panels. The lower display ring, the plurality of output panels, and the game-scoring structure are electrically connected to the main computing device thus allowing multiple game-plays.

A kinetic motion learning device includes an information storage unit configured to associate and store in advance a pitching motion video and pitching trajectory information for a plurality of pitches actually delivered by a pitcher on a potential opponent team, and is configured to read a set of the pitching motion video and the pitching trajectory information stored in the information storage unit, output the pitching motion video being read to a projector, output the pitching trajectory information being read to a pitching machine, and control motion timings of the projector and the pitching machine so that a time of ball release of the pitcher in the pitching motion video displayed on a screen and a time of the pitching machine launching the ball with the pitching trajectory information match. The projector is configured to project the pitching motion video onto the screen so that the pitching motion video is displayed on the screen at a motion timing controlled by the kinetic motion learning device. The screen includes a hole through which a ball launched by the pitching machine can pass at a position of ball release of the pitcher in the pitching motion video displayed.

A system and method for providing active golf ball location tracking according to the present invention is a hand-held device having a memory having instructions stored thereon, a display device, and a processor configured to execute the instructions on the memory to cause the hand-held device to establish a connection with a first golf ball among the plurality of golf balls, load a data buffer containing a unique ID into the first golf ball, periodically determine a current position of the first golf ball until the current position begins to change, receive cellular network tower signals associate with the first golf ball, periodically triangulate a moving position of the first golf ball using the cellular network tower signals, when the moving position of the first golf ball stops changing, determine a range and direction of the first golf ball from the hand-held device; and display the range and direction of the first golf ball on the display device.

An exercise method and an exercise equipment are provided. The exercise method includes: determining an exercise guiding video according to a selected music input/audio signal, wherein the exercise guiding video includes a first exercise guiding video and/or a second exercise guiding video, the first exercise guiding video is a live video automatically generated according to the selected music input/audio signal, the second exercise guiding video is a video previously recorded according to the selected music input/audio signal; generating CGA and special-effect/animated feedbacks corresponding to the music information/audio signal and instruction/cuing in the exercise guiding video; playing the exercise guiding video, the CGA, the special-effect/animated feedbacks and the selected music input/audio signal on a display and computing device; receiving user performance data; displaying interactive feedback data on the display and computing device, according to a result obtained by matching the user performance data with music information/audio signal analyzed from selected music input/audio signal.

An exercise bike and a handlebar assembly are provided. The handlebar assembly includes: a rod-shaped handlebar; a support post; a first connecting component comprising a first recess, and further comprising a first tenon and a second tenon; a second connecting component comprising a first side, a second side away from the first side and a sidewall connecting the first side to the second side, wherein the second side of the second connecting component is provided with a second recess, and further provided with a first mortise and a second mortise. When the second recess is aligned with the first recess, a first through-hole is formed for the handlebar passing through, the first tenon is inserted in the first mortise, and the second tenon is inserted in the second mortise. The handlebar assembly can be easily assembled to the exercise bike.

Systems and methods for tracking off of the dribble shooting statistics are provided. An ejector launches basketballs to a user selected subset of pass receipt locations spaced apart about a basketball playing area. A controller receives data from an interface representing the user selected subset of the pass receipt locations and certain of the pass receipt locations in the subset where the player intends to perform a pre-shooting basketball move immediately before receiving the pass or making the shooting attempt and commands the ejector to launch at least one basketball to each of the pass receipt locations in the subset. Data is received from a detector indicating made basketball shots, and a performance report is generated with feedback for each of the pass receipt locations in the subset with a qualifier associated with at least some of the feedback indicating off of the dribble shooting.

A sports training system includes an array of break beam sensors. Each sensor is configured to detect a passage of an object, such as a hockey puck, between adjacent posts and provide information for the passage to a controller communicatively attached to the array of sensors. A mobile application is configured to receive information from the controller and provide, for presentation to a user, passage statistics for the passages completed by one or more players. Servers are located in at least one data center. The servers are configured to receive and store the passage statistics and to provide access to the passage statistics.

A treadmill may include two separate left and right belts rotating around two sets of rollers, four legs having an adjustable height via air suspension to customize an inclination of the treadmill, a thermoelectric assembly, a fragrance assembly having a rotating fragrance cartridge to emit various smells toward a user of the treadmill, a display on which exercise programs are played, and an attachment module having a dispensing tray on which treats are dispensed. A handle of the treadmill may have a sensor to sense a height and front-rear position, and a belt divider provided between the left and right belts may have position or proximity sensors to sense a left-right position. An inclination of the treadmill may be automatically adjusted according to positions detected by the sensors, and the fragrance assembly, attachment module, and inclination may be automatically operated in accordance with an exercise program played on the display.

A method of generating an outcome for a sporting event is disclosed herein. A computing system retrieves tracking data from a data store. The computing system generates a predictive model using a deep neural network. The one or more neural networks of the deep neural network generates one or more embeddings comprising team-specific information and agent-specific information based on the tracking data. The computing system selects, from the tracking data, one or more features related to a current context of the sporting event. The computing system learns, by the deep neural network, one or more likely outcomes of one or more sporting events. The computing system receives a pre-match lineup for the sporting event. The computing system generates, via the predictive model, a likely outcome of the sporting event based on historical information of each agent for the home team, each agent for the away team, and team-specific features.

System and methods for tracking events in a sports game using one or more event input devices. Each event input device tracks a subset of the game events and the devices work together to provide a simplified input experience by sharing input and context from other event input devices. Since the user is only responsible for capturing a subset of the events, and because each device simplifies the input requirements of the other event input devices, the end user is still able to enjoy watching the game while also opening up the input task to users who would not have typically done so. The combined results of the devices provides a complete picture of the game in the form of a game play-by-play for the fans and statistics for the coaches. Integration with the scoreboard, communication system and player devices provide further event input simplification, rich content for viewers and simplification for traditional scorekeepers and sound controllers.