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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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@venturevillagewall · Post #3778 · 01/02/2025, 10:00 PM

Uniswap Unveils Exciting v4 Features! Uniswap launches v4, introducing: - 😎 "Hooks" for custom user code execution - 😎 Custom oracles - 😎 Automated liquidity management - 😎 Flash accounting for instant settlements - 😎 Support for multiple pool types In response, $UNI climbs 6% in a day, outperforming the market. More details: link #Uniswap#UNI#DeFi#Crypto#Blockchain#Liquidity#Oracles#Finance#Web3#DApps#Fintech#Investing#Market#Tech#Innovation#V4#FlashAccounting#AutomatedLiquidity#Pools#CryptoNews#NFT