Deep Learning, Artificial Intelligence, Video Classification, Action Recognition, Convolutional Network.
compared with recent Kinetics Challenge winners and concurrent works. Results of various methods on action classification on the UCF-101 and HMDB-51 datasets On UCF-101, the proposed S3D-G architecture, which only uses Kinetics for pretraining, outperforms I3D, and matches R(2+1)D, both of which