UvA batchelor thesis project, which aims to resolve "The Visual Referee Challenge". This solution to the challenge aims to combine whistle detection and pose estimation, in order to derive referee rulings.
in the whistle_detection folder, open whistle_detection.ipynb and run the notebook.
The dataset is already in the directory, but can also be downloaded from the original source.
in the pose_estimation folder, open pose_estimation_basic.ipynb or pose_estimation_advanced.ipynb and run the notebook.
The dataset needs to be downloaded seperately (too large for github). Put the dataset in the same directory as the notebooks.
The PDF of the thesis can be found at the following link: