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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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Amazing Geography 🌍

@amazingeo · Post #152 · 08/31/2025, 08:12 PM

🌍 The jet stream is a powerful, high-altitude wind that circles the planet, moving weather systems and helping shape climates on different continents thousands of kilometers apart. ✨ #atmosphere⚡#winds⚡#climate⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #581 · 01/19/2026, 08:31 PM

🌍 In 2023, Cyclone Biparjoy spun over the Arabian Sea for nearly two weeks—a rare “very severe cyclonic storm” to last so long in this region, with winds impacting coasts over 1,000 kilometers apart. ✨ #cyclone⚡#disaster⚡#winds⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​