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Embed2Scale is a Data & Analytics tool that leverages AI-based data compression for Earth Observation and weather data. It streamlines the exchange of vast geospatial information, enabling quicker access and accelerated analytics.
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About
Embed2Scale is an innovative project focused on revolutionizing how Earth Observation (EO) and weather data are accessed, processed, and utilized. It employs AI-based data compression techniques, specifically compressed embeddings, to significantly reduce the size of vast geospatial information. This initiative aims to overcome the 'data gravity problem' by enabling quicker access, decentralized applications, and accelerated analytics across critical domains such as maritime awareness, aboveground biomass estimation, climate and air pollution prediction, and crop stress & early yield detection. The project, funded by the EU’s Horizon Europe program, has developed tools like TerraCodec, an open-source family of neural compression models for optical Earth observation data, which can reduce data size by up to 1000x.
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Likely Not Free
Not publicly disclosed. Check embed2scale.eu for current pricing.
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