/Video_Query_Engine

Video database querying platform

Primary LanguageJavaScript

Querying similar videos from a Video Database

Overview

The goal of the project is to create a indexed videos database and also a platform to search and retrieve videos similar to the query video. This is accomplished by utilizing three attributes of the video

  • CNN embeddings of the video keyframes
  • RBG distributions of the video keyframes
  • Audio embedding of the video

Keyframe extraction

CNN embeddings

RGB Distribution

Audio embeddings

Similarity meausure

Result