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Source channel @githubtrending · Post #15365 · Dec 24

#jupyter_notebook DINOv3 offers powerful self-supervised vision models from Meta AI, like ViT up to 7B parameters and ConvNeXt, pretrained on 1.7B web or satellite images. Load them easily via PyTorch Hub, Hugging Face Transformers (v4.56+), or timm (v1.0.20+), with code examples for features, depth, detection, and segmentation. You benefit by using these top-performing, dense features without fine-tuning or labels—saving time and compute for tasks like classification, object detection, and zero-shot analysis on your images. https://github.com/facebookresearch/dinov3

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Interesting Planet 🌍

@interesting_planet_facts · Post #951 · 10/22/2025, 08:11 PM

🌎 In 1938, miners unearthed grooved stone spheres buried deep in South Africa. Some are nearly perfectly round, with parallel grooves, and date back over 2.8 billion years. These “Klerksdorp spheres” were found in pyrophyllite deposits and their natural or human origin is still debated. ✨ #archaeology⚡#mystery⚡#spheres 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #223 · 09/12/2025, 01:12 PM

🌍 The highest forests on Earth grow above 4,900 meters in the Andes, where trees survive thin air, cold temperatures, and strong sunlight—an extreme zone where biosphere meets atmosphere and lithosphere. ✨ #spheres⚡#Andes⚡#ecosystems⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​