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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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Crypto M - Crypto News

@CryptoM · Post #64790 · 04/10/2026, 12:05 AM

🚀 North Sea Oil Prices Surge Amid Refinery Competition and Strait Concerns Oil prices in the North Sea have reached unprecedented levels as European and Asian refineries compete for supplies. According to BlockBeats, the Financial Times reported on April 10 that the ongoing control of the Hormuz Strait by Iran has further fueled market concerns. Data from the London Stock Exchange Group (LSEG) indicates that the spot price for Brent North Sea Forties crude oil approached $147 per barrel on Thursday, surpassing the peak seen before the 2008 financial crisis. This price is significantly higher than the international benchmark Brent crude June futures contract, which is priced around $50, highlighting signs of a shortage in the oil market. Traders have noted that the price surge, exceeding $30 per barrel, has hit the threshold set by the Intercontinental Exchange (ICE), preventing them from purchasing next week's Brent crude contracts for difference (CFD). These contracts are commonly used to hedge against rising oil prices. #NorthSeaOil#OilPrices#RefineryCompetition#StraitConcerns#HormuzStrait#BrentCrude#OilMarket#LSEG#FinancialCrisis#OilShortage#ICE#CFD