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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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@amazingeo · Post #538 · 12/26/2025, 08:31 PM
🌍 The Salar de Uyuni in Bolivia holds an ancient, dried-up sea that now forms the world's largest salt flat. Rare rainy seasons briefly transform it into a mirror reflecting the entire sky. ✨ #coastlines⚡#saltflat⚡#landscape⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels
@amazingeo · Post #37 · 08/12/2025, 06:36 PM
🌍 The largest salt flat on Earth, Salar de Uyuni in Bolivia, holds vast lithium reserves beneath its surface. Lithium is vital for making batteries that power smartphones and electric cars. ✨ #lithium⚡#saltflat⚡#Bolivia⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍