Hive Moderation

Age and gender signals for user-submitted mediaAge and gender signals for user-submitted media

Hive’s Demographic Attributes Model delivers coverage across a wide range of demographic signals, helping platforms support age-based and gender enforcement, onboarding, verification, and compliance use cases.

Hive’s Demographic Attributes Model delivers coverage across a wide range of demographic signals, helping platforms support age-based and gender enforcement, onboarding, verification, and compliance use cases.

Face localization

Identify where faces appear in an image or video.

Face localization

Identify where faces appear in an image or video.

Gender classification

Estimate perceived gender from detected faces.

Gender classification

Estimate perceived gender from detected faces.

Age classification

Group detected faces into age-based categories.

Age classification

Group detected faces into age-based categories.

Age regression

Provide a predicted exact age for finer-grained analysis.

Age regression

Provide a predicted exact age for finer-grained analysis.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

View Documentation

Face localization

Identify where faces appear in an image or video.

Gender classification

Estimate perceived gender from detected faces.

Age classification

Group detected faces into age-based categories.

Age regression

Provide a predicted exact age for finer-grained analysis.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

View Documentation

Tailored to your platform’s requirementsTailored to your platform’s requirements

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Aavaig

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Aavaig

Tailored to your platform’s requirementsTailored to your platform’s requirements

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Aavaig

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Aavaig

How customers use our Demographic Attributes ModelHow customers use our Demographic Attributes Model

Online Communities

Support age-based verification and enforce content restrictions by identifying demographic attributes in user content.

Streaming Platforms

Detect whether children or adults appear in livestreams to support age restrictions, compliance, and real-time audience verification.

Gaming Companies

Verify that users meet demographic requirements, confirm player authenticity, and flag AI-generated profiles during onboarding.

Dating Apps

Analyze user photos to estimate age and demographic attributes for age verification and policy enforcement.

Gen AI Platforms

Detect the age of subjects in user uploads and generated content to support age-based enforcement and moderation.

Hive

Demographic Attributes

Surface demographic patterns in your content

Demographic Attributes

Surface demographic patterns in your content

Hive’s Demographic Attributes Model helps platforms detect faces and classify attributes like age and perceived gender across images and video, giving teams additional context for moderation, policy enforcement, and compliance workflows.

Age and gender signals for user-submitted mediaAge and gender signals for user-submitted media

Age and gender signals for user-submitted mediaAge and gender signals for user-submitted media

Hive’s Demographic Attributes Model delivers coverage across a wide range of demographic signals, helping platforms support age-based and gender enforcement, onboarding, verification, and compliance use cases.

Face localization

Identify where faces appear in an image or video.

Face localization

Identify where faces appear in an image or video.

Gender classification

Estimate perceived gender from detected faces.

Gender classification

Estimate perceived gender from detected faces.

Age classification

Group detected faces into age-based categories.

Age classification

Group detected faces into age-based categories.

Age regression

Provide a predicted exact age for finer-grained analysis.

Age regression

Provide a predicted exact age for finer-grained analysis.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

View Documentation

View Documentation

Face localization

Identify where faces appear in an image or video.

Gender classification

Estimate perceived gender from detected faces.

Age classification

Group detected faces into age-based categories.

Age regression

Provide a predicted exact age for finer-grained analysis.

Liveness classification

Differentiate between faces in the original scene and faces shown within other media.

View Documentation

Tailored to your platform’s requirementsTailored to your platform’s requirements

Tailored to your platform’s requirementsTailored to your platform’s requirements

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Tailored to your platform’s requirementsTailored to your platform’s requirements

Tailored to your platform’s requirementsTailored to your platform’s requirements

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

Platform requirements vary, especially when age-related policies and verification standards are involved. Demographic Attributes returns structured signals that teams can use to support moderation, compliance, and review decisions with greater consistency.

How customers use our Demographic Attributes ModelHow customers use our Demographic Attributes Model

How customers use our Demographic Attributes ModelHow customers use our Demographic Attributes Model

Online Communities

Online Communities

Streaming Platforms

Streaming Platforms

Gaming Companies

Gaming Companies

Dating Apps

Dating Apps

Gen AI Platforms

Gen AI Platforms

Test Hive’s Demographic Attributes Model

Test Hive’s Demographic Attributes Model

Test Hive’s Demographic Attributes Model

Test Hive’s Demographic Attributes Model

Ready to strengthen content moderation?

Ready to strengthen content moderation?