Yijie Zheng's picture

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Yijie Zheng

VoyagerXHF

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published a dataset about 3 hours ago

ML4Sustain/EarthEmbeddings

updated a Space 5 days ago

ML4Sustain/EarthExplorer

reacted to mkluczek's post with 👍 9 days ago

Expansion of Global and Dense Open Embeddings Dataset of Earth 🌍 We updated our previous embeddings release with three models MMEarth and DeCUR-S2, DeCUR-S1 of the Major TOM embeddings dataset, developed in collaboration with CloudFerro S.A. asterisk labs and Φ-lab, European Space Agency - ESA. Together with @mikonvergence , Jędrzej S. Bojanowski, we extend the open-access collection of open dataset of Copernicus embeddings built at global scale, providing dense coverage across the entire acquisition area of Sentinel-1 and Sentinel-2 sensors. Total embedding resources after the update: - 51 TB of AI-embeddings generated from processed Sentinel data, - over 40 billion embedding vectors, - processing of 147 TB of raw satellite data, - analysis covering more than 15 million Sentinel-1 and Sentinel-2 scenes and more than 16 trillion pixels. This project delivers open and free vectorized expansions of Major TOM datasets available on CREODIAS and Hugging Face, setting a new standard for embedding releases and enabling lightweight, scalable ingestion of Earth Observation (EO) data for countless applications. Datasets: https://huggingface.co/datasets/Major-TOM/Core-S2L2A-MMEarth https://huggingface.co/datasets/Major-TOM/Core-S2L1C-DeCUR https://huggingface.co/datasets/Major-TOM/Core-S1RTC-DeCUR #EarthObservation #AI #CloudFerro #asterisklabs #ESA

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