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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 #4025 · 01/30/2025, 01:00 AM

Bitcoin Dominates Market with Huge Gains Tesla's bitcoin holdings surge to $1.076 billion, boosting GAAP revenue by $600M. 🎉 The Sei Foundation launches a $65M fund for decentralized science startups, while GMCI unveils an index for US crypto protocols. Notably, Texas announces plans for a Bitcoin Reserve. Read more about Tesla's valuation increase here. Explore the Sei Fund details here and GMCI's index here. #Bitcoin#Tesla#DeSci#VC#Crypto#Funding#Texas#Cryptocurrency#Investment#MarketTrends#GMCI#Sei#Startups#Blockchain#Protocol#Accounting#Finance#Legislation#Innovation#CryptoProtocol