Implementation of Video Summarization using Deep Learning Techniques

A very large number of recording video around the clock producing huge volumes. Process these huge volumes of videos demands much more resources like time, man power and hardware storage etc. Video summarization plays vital role in this context, it helps in efficient storage, quick browsing and retrieval of large collection of video data without losing important aspects. Summary of video data nicely expands video browsing and saves a lot of time. Summarization done on the basis of ranking of sentences and that is done using words and their ranks. The current video summarization applications are lack of properly trained model which can create its own word dictionary and rank the words or sentences accordingly which can be trained to get near to appropriate results. Video summarization aims at producing compact version of a full-length video while preserving the significant content of the original video