gtsagkatakis / CNN_winning_shot_tennis

Code for automated detection of winning shots in broacasted games. Keras and Tensorflow backend

CNN_winning_shot_tennis

Code for automated detection of winning shots in broacasted tennis games.

Depedencies

• Numpy
• Keras 2.0.8
• Tensorflow 1.1.0

Dataset

Download dataset from Dropbox

Acks

G. Tsagkatakis, M. Jaber, and P. Tsakalides, "Convolutional neural networks for the analysis of broadcasted tennis games," in Proc. Visual Information Processing and Communication Conference, International Symposium on Electronic Imaging Burlingame, CA, USA, January 28-February 1, 2018.