BasketballVideoAnalysis
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Install / Use
/learn @stephanj/BasketballVideoAnalysisREADME
Sports Video Analysis
See wiki page for more details.
Court Detection
<img width="548" alt="Courts" src="https://user-images.githubusercontent.com/179457/71198821-f0e0f400-2294-11ea-8253-3d6ff20fcbf9.png">See details on court detection here.
Mask R-CNN of persons (mask-rcnn)
See details here including online tutorial.
Video output example
https://www.youtube.com/watch?v=yEqGTSd5DQU
Color detection of players (color-detection)
The run script will produce a CSV with the RGB values and percentage of each color.
ToDo: Classify each color result into two groups, identify hopefully each team by color.
Players tracking
See article on players tracking solutions
See also YouTube video with different solutions.
Action Classification
Required so we can classify the game play action of players.
Homography mapping of court
Maps the 3D court onto a 2D version, required for analysis of movement.
See also YouTube video
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