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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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@githubtrending · Post #14723 · 05/19/2025, 01:00 PM

#go#anticensorship#dns#network#proxy#reality#shadowsocks#socks5#tls#trojan#tunnel#utls#vision#vless#vmess#vpn#wireguard#xhttp#xray#xtls#xudp Project X offers powerful network tools like Xray-core and REALITY, built on the efficient XTLS protocol that improves speed and security by reducing unnecessary encryption. It features advanced routing and fallback systems to keep your internet traffic safe and uninterrupted, ideal for streaming or video calls. The project is open-source under Mozilla Public License 2.0, encouraging community contributions to keep it evolving. You can easily install it on various platforms using official scripts, Docker, or one-click setups, and use many supported GUI clients on Windows, Linux, Android, iOS, and routers. This flexibility and strong security help you optimize and protect your network experience. https://github.com/XTLS/Xray-core