VideoContentSearchAnchorsThumbnailInfo

AI Overview😉

  • The potential purpose of this module is to analyze and evaluate the quality and diversity of video thumbnails in search results. It checks for missing thumbnails, missing Starburst embeddings (a type of AI-generated image representation), and calculates a score for thumbnail diversity based on the similarity between thumbnail embeddings.
  • This module could impact search results by promoting videos with high-quality, diverse, and relevant thumbnails to the top of the results page. Videos with missing or low-quality thumbnails may be demoted or penalized in the rankings. This could improve the user experience by showing more visually appealing and informative thumbnails, which can help users quickly understand the content of a video.
  • To be more favorable for this function, a website could ensure that all video anchors have high-quality, relevant, and diverse thumbnails. They could also implement a consistent thumbnail generation process to avoid missing thumbnails or Starburst embeddings. Additionally, they could optimize their thumbnail images to be more visually distinct and representative of the video content, which could improve the thumbnail diversity score.

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GoogleApi.ContentWarehouse.V1.Model.VideoContentSearchAnchorsThumbnailInfo (google_api_content_warehouse v0.4.0)

Attributes

  • hasMissingStarburst (type: boolean(), default: nil) - Whether or not any of the anchor thumbnails have missing Starburst embeddings.
  • hasMissingThumbnails (type: boolean(), default: nil) - Whether or not any of the anchors have missing thumbnails.
  • thumbnailDiversity (type: number(), default: nil) - A score representing how diverse a set of thumbnails is. This is currently defined as one minus the median pairwise cosine similarity between thumbnail Starburst embeddings.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

Link to this type

t()

@type t() ::
  %GoogleApi.ContentWarehouse.V1.Model.VideoContentSearchAnchorsThumbnailInfo{
    hasMissingStarburst: boolean() | nil,
    hasMissingThumbnails: boolean() | nil,
    thumbnailDiversity: number() | nil
  }

Functions

Link to this function

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.