Green AI 🌱

A curated overview of resources for reducing the environmental footprint of AI development and usage.

Contributions and pull requests are welcome!


Tools for measuring and quantifying footprint

Tools for calculation/estimation of footprint

The following tools are designed to calculate the footprint based on information about the choice of algorithms, configuration and hardware.

Tools for AI/ML development with integrated carbon footprint reporting

Particularly important papers are highlighted.

Survey papers

Green AI and Federated Learning

Organizations, projects and foundations

Other resources