RTL's SmartArt – Generating Metadata to Find the Right Frame for All

Date:

Thursday, November 16, 2023

Time:

10:30 am

Room:

Saphir 2+3

Summary:

Images are the heart of our business – but sometimes it is hard for editorial, marketing and other teams to find just the right frame or sequence based on specific search criteria. Therefore we developed a tool to help: SmartArt. SmartArt extracts a video’s metadata by using computer vision and S2T algorithms. As a result, we can solve different use cases, from finding aesthetic frames for thumbnails, over content moderation, to generating marketing material for promotion.

Speakers:

John Vicente

Extracting Content DNA: How ProSiebenSat.1 Boosts Downstream ML Use Cases

Date:

Thursday, November 16, 2023

Time:

11:00 am

Summary:

The availability of high-quality video content representations is a key success factor for a variety of our business-critical use cases. Traditional approaches of using content metadata are error prone, difficult to maintain and usually don’t capture the necessary details to distinguish one video from another. In this talk John shows how he at ProSiebenSat1 generates video embeddings using open-source approaches. He will also dive into their tech stack and different ways of evaluating video embeddings.

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