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ArtLabss / tennis-tracking

Open-source Monocular Python HawkEye for Tennis
https://www.artlabs.tech
The Unlicense
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How is defined the bounce in data for training the model? #22

Closed JeanneBod closed 1 year ago

JeanneBod commented 1 year ago

In the bigDF.csv, how did you define the bounce? Is it an observed bounce by an observator visualising of the video? Thank you for your answer

shukkkur commented 1 year ago

Hey @JeanneBod ! I created this .csv manually using 9 tennis videos (rallies) and marked the coordinates of bounce (ball touching the court). Then, before feeding this data to a time series model (sktime models) I feature engineered it a bit. Please refer to the following notebook to see all the steps applied to the dataset (SKTIME section of the noteboo)

@jaehyunshinML Hey there! Here is the complete notebook, I guess you can find the training code for the bounce in SKTIME section of the notebook. Good Luck! And for the record, it's mainly about transforming the dateset into the right format for sktime

Feel free to reopen the issue if you will have any additional question :) Best of Luck!