ImageContentStarburstVersionGroup

AI Overview😉

  • Potential purpose of module: This module, ImageContentStarburstVersionGroup, appears to be related to image content analysis and feature extraction. It likely plays a role in understanding and representing visual content, such as images, in a way that can be used for search ranking, image retrieval, or other computer vision tasks.
  • Impact on search results: This module could impact search results by influencing how images are ranked and retrieved in response to user queries. It may help Google's algorithm to better understand the visual content of images, allowing for more accurate and relevant image search results. This could also affect the ranking of web pages that contain images, as the algorithm may use this module to assess the relevance and quality of the images on the page.
  • Optimization strategies for websites: To be more favorable for this function, websites could focus on optimizing their image content by: using descriptive and relevant alt tags, providing high-quality and compressed images, ensuring images are properly indexed and crawlable, and using schema markup to provide additional context about the images. Additionally, websites could consider using image sitemaps and structured data to help Google's algorithm better understand the visual content of their images.

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

Attributes

  • descriptorFloat (type: list(number()), default: nil) - Raw dense float feature vector.
  • descriptorFloatBeforeProjection (type: list(number()), default: nil) - Raw dense float feature vector prior to embedding. Only for Starburst V6.
  • descriptorShort (type: String.t, default: nil) - Short descriptor for image content features, e.g. compressed bytes. This is the compressed version of descriptor_float below. It can be can be decompressed to descriptor_float with a tiny bit of compression error (in most cases it should be totally fine).
  • enumVersion (type: String.t, default: nil) -
  • minorVersion (type: String.t, default: nil) -
  • starburstTokens (type: list(integer()), default: nil) - Starburst tokens.
  • starburstTokensDistances (type: list(number()), default: nil) - Squared distance of the current embedding to each cluster center. Elements are aligned with starburst_tokens.
  • version (type: integer(), default: nil) - The following integers are currently used: Starburst V1: 1 Starburst V2: 2 Starburst V3: 3 Starburst V4: 4 Starburst Visual V4: 1004 This field is deprecated. Please try to use the 'enum_version' in future.

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.ImageContentStarburstVersionGroup{
  descriptorFloat: [number()] | nil,
  descriptorFloatBeforeProjection: [number()] | nil,
  descriptorShort: String.t() | nil,
  enumVersion: String.t() | nil,
  minorVersion: String.t() | nil,
  starburstTokens: [integer()] | nil,
  starburstTokensDistances: [number()] | nil,
  version: integer() | nil
}

Functions

Link to this function

decode(value, options)

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

Unwrap a decoded JSON object into its complex fields.