cd into the main folder of the repo SoccerNet-code.
Run the following code to get the best model with ResNET and NetVLAD:
python src/Classification/ClassificationMinuteBased.py --training data/listgame_Train_300.npy --validation data/listgame_Valid_100.npy --testing data/listgame_Test_100.npy --PCA --features ResNET --network VLAD
--features can be
ResNET,
C3D or
I3D.
--network can be
CNN,
FC,
MAX,
AVERAGE,
RVLAD,
VLAD,
SOFTDBOW or
NETFV.
More details on the parameters with
python src/Classification/ClassificationMinuteBased.py --help