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🏀 Judging basketball shots and analyzing shooting pose with machine learning

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chonyy/basketball-shot-detection

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OpenPose

OpenPose

 
 

img

img

 
 

inference_graph

inference_graph

 
 

sample

sample

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

basketball_trace.jpg

basketball_trace.jpg

 
 

detection.py

detection.py

 
 

requirements.txt

requirements.txt

 
 

trajectory_fitting.jpg

trajectory_fitting.jpg

 
 

utils.py

utils.py

 
 

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This is the pure source python version (without Flask) of the main project AI Basketball Analysis

Judging Basketball Shots

  • Orange: Detected hoop
  • Blue: Detected basketball
  • Purple: Undetermined shot
  • Red: Miss
  • Green: Shot went in

Detected Basketball and Hoop

Basketball Trajectory Fit to Curve

Connected Basketball Detection Points

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🏀 Judging basketball shots and analyzing shooting pose with machine learning

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machine-learning computer-vision sports basketball openpose

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