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Earth Observation Datasets

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mkluczekΒ  updated a dataset 14 days ago
Major-TOM/Core-S1RTC-SSL4EO
mkluczekΒ  updated a dataset 14 days ago
Major-TOM/Core-S2RGB-SigLIP
mkluczekΒ  updated a dataset 14 days ago
Major-TOM/Core-S2RGB-DINOv2
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Major-TOM's activity

prithivMLmodsΒ 
posted an update 3 days ago
fdaudensΒ 
posted an update 5 days ago
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1129
πŸ” From instruction-following to creative storytelling, dive into 2024's most impactful AI datasets! These gems are shaping everything from scientific research to video understanding.

Check it out: huggingface/open-source-ai-year-in-review-2024
prithivMLmodsΒ 
posted an update 6 days ago
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2025
Qwen2VL Models: Vision and Language Processing πŸ‰

πŸ“FT; [ Latex OCR, Math Parsing, Text Analogy OCRTest ]

❄️Demo : prithivMLmods/Qwen2-VL-2B . The demo includes the Qwen2VL 2B Base Model.

🎯The space handles documenting content from the input image along with standardized plain text. It includes adjustment tools with over 30 font styles, file formatting support for PDF and DOCX, textual alignments, font size adjustments, and line spacing modifications.

πŸ“„PDFs are rendered using the ReportLab software library toolkit.

🧡Models :
+ prithivMLmods/Qwen2-VL-OCR-2B-Instruct
+ prithivMLmods/Qwen2-VL-Ocrtest-2B-Instruct
+ prithivMLmods/Qwen2-VL-Math-Prase-2B-Instruct

πŸš€Sample Document :
+ https://drive.google.com/file/d/1Hfqqzq4Xc-3eTjbz-jcQY84V5E1YM71E/view?usp=sharing

πŸ“¦Collection :
+ prithivMLmods/vision-language-models-67639f790e806e1f9799979f

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@prithivMLmods πŸ€—
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prithivMLmodsΒ 
posted an update 7 days ago
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3165
πŸŽ„ Here Before - XmasπŸŽ…βœ¨

πŸ§‘πŸ»β€πŸŽ„Models
+ [ Xmas 2D Illustration ] : strangerzonehf/Flux-Xmas-Illustration-LoRA
+ [ Xmas 3D Art ] : strangerzonehf/Flux-Xmas-3D-LoRA
+ [ Xmas Chocolate ] : strangerzonehf/Flux-Xmas-Chocolate-LoRA
+ [ Xmas Isometric Kit ] : strangerzonehf/Flux-Xmas-Isometric-Kit-LoRA
+ [ Xmas Realpix ] : strangerzonehf/Flux-Xmas-Realpix-LoRA
+ [ Xmas Anime ] : strangerzonehf/Flux-Anime-Xmas-LoRA

❄️Collections
+ [ Xmas Art ] : strangerzonehf/christmas-pack-6758b199487adafaddb68f82
+ [ Stranger Zone Collection ] : prithivMLmods/stranger-zone-collections-org-6737118adcf2cb40d66d0c7e

πŸ₯ΆPage
+ [ Stranger Zone ] : https://huggingface.co/strangerzonehf


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@prithivMLmods πŸ€—
fdaudensΒ 
posted an update 7 days ago
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1130
🀝 Want to share your AI models while protecting your work? Licenses are key!

Fascinating to see that nearly 60% of models on the Hub use Apache & MIT licenses.

Explore the viz here: huggingface/open-source-ai-year-in-review-2024
clemΒ 
posted an update 7 days ago
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1522
Coming back to Paris Friday to open our new Hugging Face office!

We're at capacity for the party but add your name in the waiting list as we're trying to privatize the passage du Caire for extra space for robots πŸ€–πŸ¦ΎπŸ¦Ώ

https://t.co/enkFXjWndJ
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fdaudensΒ 
posted an update 7 days ago
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1260
Did a fun experiment: What are the main themes emerging from the 100+ Nieman Journalism Lab predictions for 2025?

I used natural language processing to cluster and map them β€” really helps spot patterns that weren't obvious when reading predictions one by one. So what will shape journalism next year? A lot of AI and US politics (surprise!), but there's also this horizontal axis that spans from industry strategies to deep reflections on how to talk to the public.

Click any dot to explore the original prediction. What themes surprise/interest you the most?

πŸ‘‰ fdaudens/nieman_lab_2025_predictions_visualization

P.s.: I discovered that Nieman Lab's content is under Creative Commons license!
fdaudensΒ 
posted an update 10 days ago
prithivMLmodsΒ 
posted an update 11 days ago
fdaudensΒ 
posted an update 13 days ago
mkluczekΒ 
posted an update 15 days ago
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1588
First Global and Dense Open Embedding Dataset of Earth! 🌍 πŸ€—

Introducing the Major TOM embeddings dataset, created in collaboration with CloudFerro S.A. πŸ”Ά and Ξ¦-lab at the European Space Agency (ESA) πŸ›°οΈ. Together with @mikonvergence and JΔ™drzej S. Bojanowski, we present the first open-access dataset of Copernicus embeddings, offering dense, global coverage across the full acquisition areas of Sentinel-1 and Sentinel-2 sensors.

πŸ’‘ Highlights:
πŸ“Š Data: Over 8 million Sentinel-1 & Sentinel-2 images processed, distilling insights from 9.368 trillion pixels of raw data.
🧠 Models: Foundation models include SigLIP, DINOv2, and SSL4EO.
πŸ“¦ Scale: 62 TB of raw satellite data processed into 170M+ embeddings.

This project delivers open and free vectorized expansions of Major-TOM/README datasets, setting a new standard for embedding releases and enabling lightweight, scalable ingestion of Earth Observation (EO) data for countless applications.

πŸ€— Explore the datasets:
Major-TOM/Core-S2L1C-SSL4EO
Major-TOM/Core-S1RTC-SSL4EO
Major-TOM/Core-S2RGB-DINOv2
Major-TOM/Core-S2RGB-SigLIP

πŸ“– Check paper: Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space (2412.05600)
πŸ’» Code notebook: https://github.com/ESA-PhiLab/Major-TOM/blob/main/05-Generate-Major-TOM-Embeddings.ipynb
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