Analyzing live videos by leveraging deep learning is the trendiest technology aided by computer vision and multimedia analysis. Analysing live videos is a very challenging task and its application is still at nascent stages. Thanks to the recent developments in deep learning techniques, researchers in both computer vision and multimedia communities have been able to gather momentum to drive business processes and revenues. Whenever you want to express by non-verbal signs you use your hands to communicate, like whenever a traffic cop raises his hand you know he is signalling you to stop till directed. Though easier for mankind, technology finds it harder to work on people's reaction to predict their next behaviour.