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Describing a short video sequence automatically can be applied to unattended video monitoring, contextual ad-insertion, and text search in video archives.

Below, is an example of a video sequence and the resulting description. 

Sample Video Sequence (Input)

Sample Sentence (Output)

Man is shooting a gun.