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🏀 Visualization of NBA games from raw SportVU data logs

Python 100.00%

animation basketball nba sports visualization

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nikolayvoronchikhin mdbconsulting martijnde samliu awesome-archive dkaurea dongqing7 xiyoumc stephenwithav btq maniacs-oss dlinov chrisemoulton nhoma niumang rjesteban franckess jdc08161063 saranyan lucaswu17 lasingallday jasonjjchen ywhuazhong andreas-koukorinis yowhatever crystal0626 ldc8wrui srstone godsonhenry sf585978 kevincong95 syctlj samghelms liewyiyi github7894 kuangyoli1004 mlybollinger jkwong80 xinyev5 kumi123 koonn jarvisglee qliuan talc23 mmathioudakis jmiao18 panigale dimitrisnikolaou10 mdf369 heconnor hzhang57 vinitranjan1 chichizhou nidetaoge vvqqq-zz spark-x afcarl zhangnenghuan dmayank johnvonlzf arvindsankar alemayehub aaronhavens mikpim01 bennyschmidt1231 jackmtlee 834499845 santhoshnarayan luciferseva motoli finas n19911028 ahmed-cheema xiaozhenchen pauldevos edword01 mr81bsu alexgmartin asonty accidentalguru fuyutmac malllllll xxzzxh krsaavedra tuggles5332 airalcorn2 zeldalinker aniruddhapdeshpande99 sportsanalytics-world gabsrol cxlz jtl66 joehezhao football-mining kevinmchan btrip113 cuidonghao shivakanthchary wujiaxu daniel-turner

nba-player-movements's Issues

Add play-by-play integration

Use pyqtgraph instead (as matplotlib is not optimized for displaying dynamic data)

What format should the trained weight file be stored in?

The information on the website is not clear about what exact format should the trained weight file be stored in. For example, should I store the weight variables as a string, a list using pickle or a np.array using pickle?

Port to d3

Repeated scenes and understanding event partition

If you visualize some of the consecutive events they seem to be the exactly the same. Comparing them programatically confirms that.

Why are there such repetitions? Is it intentional to signal something in particular?

Also, what is the criteria for separation between events?

Could you please tell me how to get json files including moments???

License of the raw data

Hi,

Would you please share with us the license used for the raw data of the Sport VU dataset?

Is there any repository/place with train/test splits?

Most of the papers that use the NBA dataset reference this repository but I don't see where the same splits that they all use are found.

Add scoreboard integration

clone问题

数据文件过大，无法clone，能否把数据文件单独放在网盘，github上只留下代码

Bug in y_pos of players and ball

Hey Kanstantsin,

There is a small bug in the y position of the players and the ball in the animation compared to reality. What we see as the y_pos in the animation is in fact the reflection of the y_pos. You can compare any play you have with highlights on youtube and you will understand what I mean.

A very easy fix would be to adjust the Ball.py and Player.py files as follows:

self.y = ball[3] --> self.y = Constant.Y_MAX - ball[3]

and

self.y = player[3] --> self.y = Constant.Y_MAX - player[3]

obviously, you will need to import the Constant file in both Ball and Player.

Great work otherwise, thanks for posting!

When I print the data['events'][i]['moments'][j], I can see the list.
And I think that the list is composed of [?, ?, ?, ?, ?, [[ball information], [player1 information], [player2 information], ..., [player10 information]]]
However, I can't find out the meaning of the first five elements.
Could you tell me what they mean?
What's the meaning of the 'evenId'?
Does the length of the data['events'][i]['moments'] means the time sequences?
Finally, do you have any description of the dataset?

Thank you!