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Earth Observation & Weather Data Federation with AI Embeddings

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Analysis of ARD data and APIs

Report on current state of the ARD and associated data processing APIs

Data access for AI-compressors

Documentation, complete source code and configuration files. Pull Requests on OpenEO and OpenDataCube git repositories.

Dissemination and Communication Strategy and Plan

This deliverable provides the dissemination and communication foundation, including the strategic guidance to direct Embed2Scale community building activities for broad and durable impact. It will be led by Task 5.1.

AI-compressor containerization CICD pipeline

Documentation, complete source code and configuration files

Report on State-of-the-Art in AI-compressors

Review on AI-compressors in the light of the Embed2Scale application pillars Embed2{Train,Infer,Transfer,Find}

Publications

Earth Observation Applications through Neural Embedding Compression from Foundation Models

Author(s): Carlos Gomes, Thomas Brunschwiler
Published in: 2024
Publisher: Copernicus GmbH
DOI: 10.5194/egusphere-egu24-19460

Geospatial Foundation Models for Efficient Retrieval of Remote Sensing Images

Author(s): Brunschwiler, T., Blumenstiel, B., Moor, V., and Kienzler, R.
Published in: 2024
Publisher: EGU General Assembly 2024
DOI: 10.5194/egusphere-egu24-18300

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