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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 #221 · 09/12/2025, 03:12 AM

🌍 Daylight saving time isn't used worldwide; many countries near the Equator never change their clocks because daylight hours barely vary throughout the year. ✨ #timezones⚡#daylight⚡#equator⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #379 · 10/16/2025, 03:31 PM

🌍 Central Australia uses a rare time zone offset of UTC+9:30. This half-hour difference was chosen to better match daylight with daily activities across vast, sparsely populated regions. ✨ #timezone⚡#Australia⚡#daylight⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​