AI FOR GOOD

We engage with the community to advance AI together.

Sharing artificial intelligence for a connected world.

AI for Good helps organizations use AI to improve service delivery, advance scientific innovation, and better reach populations in need.

AI Models

Supporting organizations to speed scientific innovation and improve service delivery.

Meta logo over gradient

Llama

Used by researchers and organizations to build AI solutions for humanitarian challenges and social impact.
Learn more
Fish and plants under water in the ocean

Segment Anything

Used by humanitarian organizations to analyze satellite imagery for crisis mapping, infrastructure assessment, and disaster response.
Learn more
Population density map

High Resolution Population Density Maps

Used by governments and NGOs for disaster preparedness, public health planning, and resource allocation.
Learn more
Horse

DINOv3

Used by researchers to analyze visual data for conservation, agriculture, and environmental monitoring applications.
Learn more
Meta logo over gradient

Llama

Used by researchers and organizations to build AI solutions for humanitarian challenges and social impact.
Learn more
Fish and plants under water in the ocean

Segment Anything

Used by humanitarian organizations to analyze satellite imagery for crisis mapping, infrastructure assessment, and disaster response.
Learn more
Population density map

High Resolution Population Density Maps

Used by governments and NGOs for disaster preparedness, public health planning, and resource allocation.
Learn more
Horse

DINOv3

Used by researchers to analyze visual data for conservation, agriculture, and environmental monitoring applications.
Learn more

Datasets

Our data can help train locally relevant models and assist governments with improved service delivery.
View All
Population, Public

High Resolution Population Density Maps

High-resolution Population Density Maps are built using satellite imagery and census data. These are publicly available for 160+ countries.
Population, Public
High Resolution Population Density Maps
High-resolution Population Density Maps are built using satellite imagery and census data. These are publicly available for 160+ countries.
Sustainability, Public

Canopy Height Maps

World Resources Institute and Meta utilized Meta's DINOv2 self-supervised computer vision model to create Canopy Height Maps.
Sustainability, Public
Canopy Height Maps
World Resources Institute and Meta utilized Meta's DINOv2 self-supervised computer vision model to create Canopy Height Maps.
Mobility, Public

Movement Distribution Maps

Movement Distribution Maps show the range of movement of people away from the area where they live on a daily basis.
Mobility, Public
Movement Distribution Maps
Movement Distribution Maps show the range of movement of people away from the area where they live on a daily basis.
Economic Opportunity, Public

Relative Wealth Index

The Relative Wealth Index predicts the relative standard of living within countries using privacy-protecting connectivity data, satellite imagery, and other novel data sources.
Economic Opportunity, Public
Relative Wealth Index
The Relative Wealth Index predicts the relative standard of living within countries using privacy-protecting connectivity data, satellite imagery, and other novel data sources.
Social Connections, Public

Social Connectedness Index

The Social Connectedness Index measures the strength of connectedness between two geographic areas and can reveal important insights about economics, social mobility and health.
Social Connections, Public
Social Connectedness Index
The Social Connectedness Index measures the strength of connectedness between two geographic areas and can reveal important insights about economics, social mobility and health.
Mobility, Public

International Migration Flows

An international dataset on monthly migration flows, covering country-to-country migration from 2019-2022, available for over 180 countries.
Mobility, Public
International Migration Flows
An international dataset on monthly migration flows, covering country-to-country migration from 2019-2022, available for over 180 countries.
Population, Public

High Resolution Population Density Maps

High-resolution Population Density Maps are built using satellite imagery and census data. These are publicly available for 160+ countries.
Population, Public
High Resolution Population Density Maps
High-resolution Population Density Maps are built using satellite imagery and census data. These are publicly available for 160+ countries.
Sustainability, Public

Canopy Height Maps

World Resources Institute and Meta utilized Meta's DINOv2 self-supervised computer vision model to create Canopy Height Maps.
Sustainability, Public
Canopy Height Maps
World Resources Institute and Meta utilized Meta's DINOv2 self-supervised computer vision model to create Canopy Height Maps.
Mobility, Public

Movement Distribution Maps

Movement Distribution Maps show the range of movement of people away from the area where they live on a daily basis.
Mobility, Public
Movement Distribution Maps
Movement Distribution Maps show the range of movement of people away from the area where they live on a daily basis.
Economic Opportunity, Public

Relative Wealth Index

The Relative Wealth Index predicts the relative standard of living within countries using privacy-protecting connectivity data, satellite imagery, and other novel data sources.
Economic Opportunity, Public
Relative Wealth Index
The Relative Wealth Index predicts the relative standard of living within countries using privacy-protecting connectivity data, satellite imagery, and other novel data sources.
Social Connections, Public

Social Connectedness Index

The Social Connectedness Index measures the strength of connectedness between two geographic areas and can reveal important insights about economics, social mobility and health.
Social Connections, Public
Social Connectedness Index
The Social Connectedness Index measures the strength of connectedness between two geographic areas and can reveal important insights about economics, social mobility and health.
Mobility, Public

International Migration Flows

An international dataset on monthly migration flows, covering country-to-country migration from 2019-2022, available for over 180 countries.
Mobility, Public
International Migration Flows
An international dataset on monthly migration flows, covering country-to-country migration from 2019-2022, available for over 180 countries.

Case Studies

Dive into these examples of how organizations are implementing Meta’s open source AI models and discover the real-world impact.
View all
AI for Good featured case study thumbnail
Computer Vision

The Universities Space Research Association Applies Segment Anything Model for Responding to Flood Emergencies

Read more
AI for Good featured case study background image
AI for Good featured case study background image
Computer Vision, Health

How DINO and SAM are Helping Modernize Essential Medical Triage Practices

Learn more
New Report Reveals the Potential Impact of Artificial Intelligence in Latin America

New Report Reveals the Potential Impact of Artificial Intelligence in Latin America

Multimodal AI, Economic Opportunity
New Segment Anything Models Make it Easier to Detect Objects and Create 3D Reconstructions

New Segment Anything Models Make it Easier to Detect Objects and Create 3D Reconstructions

Research, Computer Vision, Multimodal AI
Do Mixed-Income Neighborhoods Foster Cross-Class Friendships?

Do Mixed-Income Neighborhoods Foster Cross-Class Friendships?

Social Connections, Research
How Conservation X Labs Is Using Segment Anything Model 3 for Endangered Wildlife Monitoring

How Conservation X Labs Is Using Segment Anything Model 3 for Endangered Wildlife Monitoring

Research, Computer Vision

Get updates from AI for Good

Get updates from AI for Good

Sign up
You may withdraw your consent and unsubscribe at any time by clicking the unsubscribe link included in our messages.
Your subscription is subject to the Terms and Privacy Policy.