First Global and Dense Open Embedding Dataset of Earth!
Together with @mikonvergence.bsky.social and @jed0y.bsky.social we are proud to present the first open dataset of #Copernicus embeddings π.
Explore the datasets on @hf.co π€:
huggingface.co/Major-TOM
Read more: arxiv.org/abs/2412.05600 π°
10.12.2024 10:44 β π 1 π 1 π¬ 0 π 0
Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space
With the ever-increasing volumes of the Earth observation data present in the archives of large programmes such as Copernicus, there is a growing need for efficient vector representations of the under...
We will only be seeing more datasets and models used to build embedding databases, so it is crucial to define how this process should be done in a reproducible and transparent fashion.
Joint work with @mkluczek.bsky.social & @jed0y.bsky.social
ππππ ππ¨π«π:
arxiv.org/abs/2412.05600
10.12.2024 07:47 β π 5 π 1 π¬ 0 π 0
α΄α΄α΄α΄Κ α΄α΄α΄ κ°Κα΄α΄α΄ΙͺΙ΄Ι’ ΙͺΙ΄ α΄Κα΄ Κα΄α΄α΄Ι΄α΄ κ±α΄α΄α΄α΄ π§βποΈ
ππ₯π¨πππ₯ ππ§π πππ§π¬π ππππ’ππ’ππ₯ ππ¦πππππ’π§π π¬ π¨π πππ£π¨π« πππ - ππ©ππ§ ππ§π π
π«ππ πππππ¬π¬ π¨π§ @hf.co
Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.
More info in thread π§΅
10.12.2024 07:47 β π 20 π 8 π¬ 3 π 4
Engineer, startups, philosophy, music, coffee ...
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Scientist at @ECMWF, PhD in Climate Physics from @UniofOxford
Co-founder of Climate AI Nordics | Senior ML researcher at RISE | AI for the environment | PhD in CV | Flight-free researcher | Spare time collapsologist
ML & DevRel @ Giskard & Pruna | ex HF π€ | π¨π½βπ³ Cooking, π¨π½βπ» Coding, π Committing
π€ Front-end Hugging Face
β€οΈ Open Source, Browsers, Svelte
π€ Music lover
Doing things at Hugging Face. Maintainer of π€/huggingface_hub.
Helping companies build their own AI with open source and open models.
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@Huggingface family π€.
DMs are open for sharing your gradio app with us!
Tech Lead and LLMs at @huggingface π¨π»βπ» π€ AWS ML Hero π¦Έπ» | Cloud & ML enthusiast | πNuremberg | π©πͺ https://philschmid.de
SmolLMs & Data @huggingface
Training SmolLMs and curating high quality web and synthetic datasets β¨
https://loubnabnl.github.io/
Co-founder and CEO at Hugging Face
ML Engineer at Hugging Face
Artificial Intelligence For Image Data Analysis in The Life Sciences, funded by Horizon Europe, created to serve YOU!
GeoAI, Climate, Remote Sensing, Generative AI and more!
(machine) learning @ MPI BGC
β¨ https://vitusbenson.github.io/
Ph.D. student on generative models and domain adaptation for Earth observation π°
Previously intern @SonyCSL, @Ircam, @Inria
π Personal website: https://lebellig.github.io/
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