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Source channel @githubtrending · Post #14627 · Apr 24

#jupyter_notebook DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch. https://github.com/facebookresearch/dinov2

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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #609 · 08/29/2022, 08:55 PM

Flexibility has become more important to people today than sheer size. With the design for Van B UnStudio introduce new ways to make the footprint of an apartment more flexible — challenging old conventions of square footage and fixed footprints. The architectural strategy was to devise as many different ways as possible to reconfigure an apartment. To achieve this, architects designed a ‘plugin-based’ system that allows homeowners to use the space in a 40m2 apartment almost as if it were a 60m2 loft. This allows you to easily change the use of the same floor space in a matter of seconds, making it possible to transform a room from a generous office into a cozy living room, or a bedroom. Renders: Bauwerk / bloomimages #unstudio#housing#modularhousing#modularity#flexibility#inclusivedesign#germandesgin#sustainability#greenarchitecture#arch_shovel

Venture Village Wall 🦄

@venturevillagewall · Post #3749 · 12/30/2024, 04:00 AM

Best & Worst Crypto Narratives Revealed In the last month, AI Agents topped the charts with a 67.02% return, while CEX coins gained 42.61%. On the downside, Modularity fell by 30.99%, Memecoins dropped 28.41%, and LRT decreased by 27.74%. Read more here. ✨ Additionally, Hong Kong lawmakers are considering including Bitcoin in fiscal reserves, aiming to stimulate the crypto industry and boost tax revenue. More details can be found here. #AI#Crypto#CEX#Bitcoin#Investment#FiscalPolicy#CryptocurrencyIndustry#HongKong#Finance#TaxRevenue#MarketAnalysis#Returns#LawPolicy#AIAgents#Modularity#Memecoins#CryptoTrends#Innovation#Funds#TalentAttraction