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Juggling and Siteswap Tracking Demo with 3, 4, 5, 6, and 7 Balls! 

James Cozens Juggling
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Demonstration of new real-time siteswap tracking software, developed through Python (cv2), with 3, 4, 5, 6, and 7 Balls! The visualization now includes a ladder diagram, as well as the labeling of balls on screen. The new method employs a bespoke hybrid Kalman filter and hidden Markov model that significantly improves the accuracy of detections. It also includes real-time data plotting, with smoothed responses achieved through Gaussian convolution. Music by me! Head on over to my music channel if you're interested!

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9 сен 2024

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Комментарии : 9   
@noslowerdna
@noslowerdna Год назад
Super neat! Some quite impressive coding work, and smooth juggling as well.
@Raiu_Raiu
@Raiu_Raiu Год назад
分かりやすい! It is very easy to understand.
@jugglingpractice
@jugglingpractice Год назад
This is so awesome! Well done🙌🏼
@m0rjc
@m0rjc Год назад
Is it tracking hands, or using some other means like side of screen to know which hand a ball is in?
@jamescozensjuggling6868
@jamescozensjuggling6868 Год назад
Hey there! Yes it can in general use the hand position, but it is currently implemented with other variables, such as vertical/horizontal acceleration, jerk, displacement, and velocity - I’m hoping to release a paper very soon on the topic 🙂
@m0rjc
@m0rjc Год назад
@@jamescozensjuggling6868 Sounds great. We had very basic computer vision in the 90s when I did my engineering course. It's interesting to see where things are going.
@nuvindufernando7130
@nuvindufernando7130 11 месяцев назад
Very curious, does the software recognize “0” throws such as in site-swap 0123456
@jamescozensjuggling6868
@jamescozensjuggling6868 6 месяцев назад
Heya! Sorry for taking so long to reply haha - I’ve just been finishing off the paper for it. So yes the new version can pick up every Siteswap value including 0, by taking a general “trend” (looking at the catch frequency to determine if there are “missed” throws)
@jamescozensjuggling6868
@jamescozensjuggling6868 6 месяцев назад
I’ll try to make a demo with 0123456
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