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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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Venture Village Wall 🦄

@venturevillagewall · Post #3703 · 12/24/2024, 02:37 PM

Fed's Role in Bitcoin Reserve Plans Discussions arise on the establishment of a Bitcoin Strategic Reserve (BSR) if Trump decides to act quickly. The U.S. Treasury could use the Exchange Stabilization Fund to purchase Bitcoin via an executive order. Long-term stability requires congressional legislation to include Bitcoin in the Strategic Reserve Act. Both steps are Treasury-led, firmly placing the Federal Reserve outside of this decision-making process. In another noteworthy development, blockchain project Trrue has secured a $10 million investment commitment from GEM Digital, despite GEM's background of fraudulent activity, raising concerns over transparency in reporting. Read more: Wu Blockchain News | CoinDesk | Wu Blockchain News #Fed#Bitcoin#BSR#UStreasury#ExecutiveOrder#Trrue#Investment#GEMDigital#Fraud#Blockchain#Transparency#Congress#ReserveAct#Crypto#Finance#News#Regulation#Market#Tokens#Ecosystem#Institution