Deep Learning, Artificial Intelligence, Video Classification, Action Recognition, Convolutional Network.
action recognition. The model uses a 2D ResNet-50 network that takes the annotated keyframe (frame with box annotations) as input, and extract features for region proposal generation on the keyframe. A 3D network (such as I3D or S3D-G) is then used to take the frames surrounding the keyframe as