BILLIARD BALL MOVEMENT METRICS PREDICTION FOR PERFORMANCE FEEDBACK
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United States of America
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Issued Date -
Jan 30, 2025
app pub date -
Jul 27, 2023
filing date -
Jul 27, 2023
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Abstract
Billiard ball movement prediction includes capturing imagery of a billiard ball while in motion and submitting the imagery to an inference engine trained to predict a metric of movement of the billiard ball based upon the captured imagery. Thereafter, the predicted metric of movement is transmitted to a remote computing device for viewing by the end user. In one aspect of the embodiment, the inference engine is trained with annotated video imagery including known speed, revolutions, angular direction and angular momentum. As such, the predicted metric can then include a predicted velocity of the billiard bill, a number of revolutions of the billiard ball during travel along the pool table, an angular direction of movement of the billiard ball relative to a direction of movement of a cue striking the billiard ball, and an angular momentum demonstrated by the movement of the billiard ball.
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