Cesar Luis Aybar Camacho

csaybar

AI & ML interests

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csaybar's activity

New activity in isp-uv-es/CloudSEN12Plus 27 days ago
New activity in isp-uv-es/CloudSEN12Plus about 1 month ago

Normalization of L1C Data

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#3 opened about 1 month ago by pmcelroy
updated a dataset about 1 month ago
updated a Space 2 months ago
Reacted to aliFrancis's post with 🤗 3 months ago
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🗺 Major TOM: Expandable Datasets for Earth Observation

🚨 RECORD-BREAKING EO DATASET: the largest ever ML-ready Sentinel-2 dataset! It covers almost every single point on Earth captured by the Copernicus Sentinel-2 satellite. @mikonvergence and I are thrilled to finally announce the release of Major-TOM/Core-S2L2A and Major-TOM/Core-S2L1C

🌍 About half of the entire planet is covered. That's 2,245,886 patches of 1068 x 1068 pixels, available in both L1C and L2A. At 10 m resolution, we've got 256 million square km with over 2.5 trillion pixels. It's all yours with a few lines of code. See the paper linked below 🔽 for more info!

🧱 And this is just the beginning. We are currently preparing more datasets from different satellites for the Major TOM org. TOM stands for Terrestrial Observation Metaset - a simple set of rules for building an ecosystem of ML-ready EO datasets, which can be seamlessly combined as if they were Lego bricks.

🚴‍♀️ Want to take the dataset for a spin? We have a viewer app on spaces that lets you go anywhere on Earth and shows you the data, if its available Major-TOM/MajorTOM-Core-Viewer

📰 Preprint paper: Major TOM: Expandable Datasets for Earth Observation (2402.12095)
💻 Colab example: https://colab.research.google.com/github/ESA-PhiLab/Major-TOM/blob/main/03-Filtering-in-Colab.ipynb

Thank you to the amazing 🤗Hugging Face team for the support on this one! @osanseviero @lhoestq @BrigitteTousi
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New activity in csaybar/cloudSEN12 5 months ago

cloudsen12-s2-l2a-1.0.0

#1 opened 5 months ago by davemlz
New activity in isp-uv-es/superIX 6 months ago

swin2mose

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#1 opened 6 months ago by hachreak
New activity in satellogic/EarthView 7 months ago