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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 #3812 · 01/07/2025, 01:00 PM

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Investment Rounds Highlight New Innovations RoboForce secures $10M to create a Robotic Workforce for heavy tasks. JAN3 raises $5M for Bitcoin technology aimed at increasing access globally. Mocean Energy Ltd gets $539.99K to enhance ocean wave energy tech. CopyCat raises $500K for AI automation of browser tasks. Spintly secures $407.85K to streamline smart access control integration. Additionally, SettleTON emerges as a new DeFi solution on the TON ecosystem, boasting $250k TVL and 30k active users monthly. More details available in the blog. #AI#Crypto#VC#Robotics#Bitcoin#DeFi#FinTech#OceanEnergy#Automation#SmartAccess#Investment#Blockchain#Technology#Liquidity#NFT#EcoSystem#Efficiency#TechInnovation#UserGrowth#Funding

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#ai #crypto #vc #robotics #bitcoin #defi #fintech #oceanenergy #automation #smartaccess #investment #blockchain #technology #liquidity #nft #ecosystem #efficiency #techinnovation #usergrowth #funding