Group Activity Recognition with Clustered Spatial-TemporalTransformer
|Backbone||Style||Action Acc||Activity Acc||Config||Download|
|Inv3+flow+pose||pytorch||0.847||0.957||config||model | test_log|
Volleyball dataset is here.
Keypoint predicted by AlphaPose is here.
Flow data is too huge to upload, it can be easily generated by flownet as mentioned in our paper.
./dist_train.sh $GPU_NUM $CONFIG
./dist_test.sh $GPU_NUM $CONFIG $CHECKPOINT
A humble version has been released, containing core modules mentioned in this paper.
Any suggestion are welcome. We are glad to optimize our code and provide more details.