Model

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model is an open-source AI model and interface for Earth, providing tools for Earth observation and environmental modeling. It is licensed under Apache and CC-BY-4.0.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is model?

The Clay Foundation Model is an open-source AI model and interface specifically designed for Earth observation and environmental modeling. It offers a comprehensive toolkit for developers and researchers to work with Earth-related data, including digital elevation models, Sentinel-1, and Sentinel-2 satellite imagery. The model and its source code are licensed under the Apache-2.0 license, ensuring broad usability and modification, while its documentation is licensed under CC-BY-4.0. The project provides clear installation instructions via pip or mamba, and detailed guidance on running and training the neural network model using LightningCLI v2. It supports development and deployment in JupyterLab environments, making it accessible for scientific computing tasks.

Best used for

Ideal for developers and data scientists who need to build and train AI models for Earth observation, analyze satellite imagery, and conduct environmental modeling. Especially valuable for researchers and academics working with geospatial data and requiring an open-source, extensible platform.

Common actions

model Earth data

analyze satellite imagery

develop environmental AI

process geospatial data

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Capabilities

Key features

Open-source AI model
Earth observation interface
Digital elevation model
Sentinel-1/2 data integration
JupyterLab environment
Apache-2.0 licensed

Target Audience

developerdata scientistprofessorstudent

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of Earth data does the Clay Foundation Model support?

The Clay Foundation Model supports various types of Earth data, including digital elevation models (DEM), and satellite imagery from Sentinel-1 and Sentinel-2. This allows for comprehensive analysis and modeling of Earth's surface and environmental conditions.

What licenses govern the Clay Foundation Model?

The Clay Foundation Model's source code and trained model weights are licensed under the Apache-2.0 license, promoting open use and modification. Its documentation is separately licensed under the CC-BY-4.0 license, ensuring broad accessibility and reuse of information.

How can I get started with the Clay Foundation Model?

You can install the Clay Foundation Model via pip using `pip install git+https://github.com/Clay-foundation/model.git`. For development, it's recommended to clone the repository and set up the environment using mamba, which includes Python and JupyterLab.

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