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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 #3771 · 01/02/2025, 04:00 AM

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Bitcoin Referendum Proposal in Switzerland Swiss legislator Samuel Kullmann proposes a referendum to enshrine Bitcoin in the Swiss Constitution. To advance, 100,000 signatures are needed within 18 months. The plan is currently under federal review. Read more here. Aave hits record $33.4 billion in net deposits, surpassing the previous 2021 peak. In 2024, Aave launched v4, adding markets like Sonic, Mantle, Linea, BOB, Spider Chain, and Aptos. More details here. #Bitcoin#Switzerland#Aave#Crypto#Blockchain#Lending#Finance#DeFi#Regulation#Constitution#NetDeposits#AaveV4#Sonic#Mantle#Linea#BOB#SpiderChain#Aptos#VC#Law

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#bitcoin #switzerland #aave #crypto #blockchain #lending #finance #defi #regulation #constitution #netdeposits #aavev4 #sonic #mantle #linea #bob #spiderchain #aptos #vc #law