Automatic tagging or Topic modeling for videos

Efficient Algorithm to tag the videos for Content Moderation and Filtering.

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What it does

The model automatically tags the video that's taken as an argument with specific topics so that the data thus created can be used for further processing like filtering or recommendation of content.

How we built it

The project is built using Python. The video uploaded is extracted as audio and video data and then using suitable algorithms it it given relevant key words and tags in json

Challenges we ran into

The processing capabalities.

Accomplishments that we're proud of

The topics generated is pretty accurate and is a proof of concept for such modeling.

What we learned

We learnt many NLP techniques and Deep Learning Model.

What's next for Automatic tagging or Topic modeling for videos

The next step would be

  • The deeper processing of the data.
  • Suggestion and filtering of videos using tags.
  • Deriving specific company products using tags so that there can be collaboration of business.

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