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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40322 · 12/14/2025, 08:34 AM

Japanese indigo dye, called aizome, began in the Edo period (1603–1868). Back then, only the upper classes wore bright colors and silk, so common people used cotton and indigo dye. Indigo was popular for its strong color and for keeping bugs and germs away. Today, aizome remains important in fashion and culture across Japan. 👘💙 [Source] @googlefactss#JapaneseIndigo#Aizome#EdoPeriod#Craftsmanship#History

Home decor

@dzdigital3 · Post #19405 · 01/31/2026, 06:14 PM

Nature meets modern design! Watch how we used pine branches, gold accents, and LED lighting to create a one-of-a-kind resin table. The final result is absolutely breathtaking. What do you think of this DIY project? Let us know in the comments! 🏠✨ #DIY#FurnitureDesign#EpoxyArt#HomeRenovation#Craftsmanship#USAHomeDecor