Analyze ATP matches and predict the winner
Using data from:
https://datahub.io/sports-data/atp-world-tour-tennis-data
http://tennis-data.co.uk/alldata.php
https://openweathermap.org/history
https://www.wunderground.com/history/
https://www.atptour.com/en/scores/2019/741/MS010/second-screen?isLive=False
https://github.com/JeffSackmann/tennis_MatchChartingProject
https://github.com/JeffSackmann/tennis_pointbypoint
https://github.com/JeffSackmann
https://github.com/serve-and-volley/atp-world-tour-tennis-data
https://www.kaggle.com/robseidl/tennis-atp-tour-australian-open-final-2019/version/2
https://developer.sportradar.com/docs/read/tennis/Tennis_v2#match-timeline
Very important: https://www.oddsportal.com/results/#tennis
Useful tools:
https://github.com/opencv/cvat
We still need to find an existing dataset of quality video of players to use or we will have to create such a dataset ourselfs.
Video: http://rgfootball.net/viewforum.php?f=227
Player tracking: https://github.com/sethah/deeptennis