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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 #230 · 09/13/2025, 04:12 PM
🌍 Nearly 2,000 islands make up Indonesia’s Maluku Islands, sometimes called the “Spice Islands,” where nutmeg, cloves, and mace originated—once so valuable they shaped global trade routes. ✨ #islands⚡#archipelagos⚡#spices⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍