Action Detection Using A Deep Recurrent Neural Network

An example of MERL's deep recurrent neural network for action detection working on a test video from the MERL Shopping Dataset. The yellow box in the upper left shows the action that is detected by our method (“MSB-RNN” = Multi-Stream Bi-directional Recurrent Neural Network).

For more information about this video, our action detection method, and the MERL Shopping Dataset, please see www.merl.com/demos/merl-shopping-dataset