ImageRepositoryGeneratedImageLikelihoodSignal

AI Overview😉

  • Potential purpose of module: This module, `ImageRepositoryGeneratedImageLikelihoodSignal`, appears to be a signal or ranking factor that helps Google's algorithm determine the likelihood that an image is generated or manipulated. It uses various decisions based on watermark detection, fingerprint nearest neighbor scores, and provenance classification to make this determination.
  • Impact on search results: This module could impact search results by influencing the ranking of images in Google's search engine results pages (SERPs). If an image is deemed likely to be generated or manipulated, it may be demoted in search results or flagged for further review. Conversely, images deemed authentic and original may be promoted in search results.
  • Optimization for this function: To be more favorable for this function, a website could ensure that their images are authentic, original, and not manipulated. This could include using high-quality, unique images, avoiding image editing or manipulation, and providing clear provenance information about the image's origin. Additionally, websites could consider using watermarking or other techniques to help Google's algorithm verify the image's authenticity.

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

Attributes

  • fingerprintNearestNeighborDecision (type: String.t, default: nil) - Decision according to the given fingerprint nearest neighbor score.
  • provenanceClassifierDecision (type: String.t, default: nil) - OVERALL DECISION Decision according to the given watermark logits and fingerprint nearest neighbor score.
  • watermarkDecision (type: String.t, default: nil) - INDIVIDUAL DECISION Decision according to the given watermark logits.

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.ImageRepositoryGeneratedImageLikelihoodSignal{
    fingerprintNearestNeighborDecision: String.t() | nil,
    provenanceClassifierDecision: String.t() | nil,
    watermarkDecision: String.t() | nil
  }

Functions

Link to this function

decode(value, options)

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

Unwrap a decoded JSON object into its complex fields.