One drawback of the binary-primarily based models is that many movies are tagged with no style. The dataset is break up into a prepare set of 23.5k clips and a val set of 1.3k clips, on which we evaluate our models. As proven in Table four (a), it seems that saliency fashions carry out relatively well on static scenes, or when the camera movement tracks an actor, or an object on screen. To speed up convergence as proven by ? The interface of the coarse stage is proven in Fig. 0.B17.