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SigLIP 2: A better multilingual vision language encoder
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Alistair Francis
aliFrancis
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SigLIP 2: A better multilingual vision language encoder
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Major-TOM/Core-S2L2A:Encoding and projection for band data
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Encoding and projection for band data
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#9 opened 6 months ago
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rabernat
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Adding more dates
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#8 opened 9 months ago
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eplekh
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10 months ago
is there a way to find a `grid_cell` from a long/latitude point?
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#6 opened 12 months ago
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๐ ๐ฎ๐ท๐ผ๐ฟ ๐ง๐ข๐ : ๐ฃ๐น๐ฎ๐ป๐ฒ๐ ๐๐ฎ๐ฟ๐๐ต ๐ถ๐ ๐ฏฬถ๐นฬถ๐ฬถ๐ฒฬถ ๐ฑ.๐ฐ๐ฌ๐ฑ ๐๐๐
๐จ EXPANSION RELEASE: ๐ฆ๐ฒ๐ป๐๐ถ๐ป๐ฒ๐น-๐ญ ๐ถ๐ ๐ป๐ผ๐ ๐ฎ๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐น๐ฒ in the MajorTOM-Core!
Major-TOM/Core-S1RTC
๐ Together with @aliFrancis we've been racing to release the first official expansion to the Major TOM project.
MajorTOM-Core-S1RTC contains 1,469,955 of SAR images paired to Sentinel-2 images from Core-S2.
๐We cover more than 65% of the optical coverage with an average time shift of 7 days.
16 TB of radiometrically calibrated SAR imagery, available in the exact same format as the existing Major-TOM data.
๐บ๏ธ You can explore instantly in our viewing app:
Major-TOM/MajorTOM-Core-Viewer
So, what now?
๐งฑ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ฐ๐ญ๐ก: our community continues to grow! To coordinate the upcoming expansions as well as use cases of the open data, we will organise a meet up on 23 April, you can ๐ซ๐๐ ๐ข๐ฌ๐ญ๐๐ซ ๐ฒ๐จ๐ฎ๐ซ ๐ข๐ง๐ญ๐๐ซ๐๐ฌ๐ญ here: https://forms.gle/eBj8JvibJx9b6PLf9
๐ ๐๐ฉ๐๐ง ๐๐๐ญ๐ ๐๐จ๐ซ ๐๐ฉ๐๐ง ๐๐จ๐๐๐ฅ๐ฌ: Major-TOM Core dataset is currently supporting several strands of ongoing research within and outwith our lab and we are looking forward to the time when we can release models that take advantage of that data! https://huggingface.co/Major-TOM
๐ ๐๐จ๐ฌ๐ญ๐๐ซ ๐๐ญ ๐๐๐๐๐๐: We will present Major TOM project as a poster at IGARSS in Athens (July) - come talk to us if you're there! You can access the paper here: Major TOM: Expandable Datasets for Earth Observation (2402.12095)
๐ Developed at European Space Agency ฮฆ-lab in partnership with Hugging Face
๐จ EXPANSION RELEASE: ๐ฆ๐ฒ๐ป๐๐ถ๐ป๐ฒ๐น-๐ญ ๐ถ๐ ๐ป๐ผ๐ ๐ฎ๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐น๐ฒ in the MajorTOM-Core!
Major-TOM/Core-S1RTC
๐ Together with @aliFrancis we've been racing to release the first official expansion to the Major TOM project.
MajorTOM-Core-S1RTC contains 1,469,955 of SAR images paired to Sentinel-2 images from Core-S2.
๐We cover more than 65% of the optical coverage with an average time shift of 7 days.
16 TB of radiometrically calibrated SAR imagery, available in the exact same format as the existing Major-TOM data.
๐บ๏ธ You can explore instantly in our viewing app:
Major-TOM/MajorTOM-Core-Viewer
So, what now?
๐งฑ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ ๐๐ซ๐จ๐ฐ๐ญ๐ก: our community continues to grow! To coordinate the upcoming expansions as well as use cases of the open data, we will organise a meet up on 23 April, you can ๐ซ๐๐ ๐ข๐ฌ๐ญ๐๐ซ ๐ฒ๐จ๐ฎ๐ซ ๐ข๐ง๐ญ๐๐ซ๐๐ฌ๐ญ here: https://forms.gle/eBj8JvibJx9b6PLf9
๐ ๐๐ฉ๐๐ง ๐๐๐ญ๐ ๐๐จ๐ซ ๐๐ฉ๐๐ง ๐๐จ๐๐๐ฅ๐ฌ: Major-TOM Core dataset is currently supporting several strands of ongoing research within and outwith our lab and we are looking forward to the time when we can release models that take advantage of that data! https://huggingface.co/Major-TOM
๐ ๐๐จ๐ฌ๐ญ๐๐ซ ๐๐ญ ๐๐๐๐๐๐: We will present Major TOM project as a poster at IGARSS in Athens (July) - come talk to us if you're there! You can access the paper here: Major TOM: Expandable Datasets for Earth Observation (2402.12095)
๐ Developed at European Space Agency ฮฆ-lab in partnership with Hugging Face
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Other satellites
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#7 opened 12 months ago
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crinistad
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12 months ago
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๐บ Major TOM: Expandable Datasets for Earth Observation
๐จ 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
๐ 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 ๐ฝ for more info!
๐งฑ 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.
๐ดโโ๏ธ 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
๐ฐ Preprint paper: Major TOM: Expandable Datasets for Earth Observation (2402.12095)
๐ป Colab example: https://colab.research.google.com/github/ESA-PhiLab/Major-TOM/blob/main/03-Filtering-in-Colab.ipynb
Thank you to the amazing ๐คHugging Face team for the support on this one! @osanseviero @lhoestq @BrigitteTousi
๐จ 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
๐ 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 ๐ฝ for more info!
๐งฑ 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.
๐ดโโ๏ธ 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
๐ฐ Preprint paper: Major TOM: Expandable Datasets for Earth Observation (2402.12095)
๐ป Colab example: https://colab.research.google.com/github/ESA-PhiLab/Major-TOM/blob/main/03-Filtering-in-Colab.ipynb
Thank you to the amazing ๐คHugging Face team for the support on this one! @osanseviero @lhoestq @BrigitteTousi
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#5 opened 12 months ago
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