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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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EKOLOG.UZ| ENG

@ekologuzenglish · Post #10684 · 12/08/2025, 08:05 AM

🌱 Why Is It Important to Use Eco Bags? Every day, when we go shopping, many of us still use single-use plastic bags — and they create an enormous amount of waste. Plastic takes thousands of years to decompose and causes serious harm to the environment: 💧 Pollutes rivers, lakes, and seas 🐢 Harms wildlife 🌫 Negatively affects air quality Eco bags, on the other hand: ✅ Reusable and reduce the amount of waste ✅ Do not harm water or air ✅ Help keep the environment clean for future generations ✅ Convenient and stylish — perfect for everyday use Make a small but important change — switch from plastic bags to eco bags! 🌿 #Ecology#ProtectNature#EcoBag#ReducePlastic ☘️ Follow the latest environmental news on @ekologuz. Subscribe and send us your suggestions via @eklguz_bot.