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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 #3844 · 01/11/2025, 04:00 AM

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US States Embrace Bitcoin Investments North Dakota moves to include Bitcoin in state assets through Resolution 3001. Other states like New Hampshire, Florida, and Texas are pursuing similar initiatives. Kenya’s finance minister plans to legalize cryptocurrencies, reversing earlier bans, as underground usage remains prevalent. Messari reduces workforce by 15% to focus on core products amid industry-wide layoffs, previously valued at $300 million in 2022. #Bitcoin#Kenya#Crypto#NorthDakota#Messari#USA#Africa#Legislation#Finance#Investment#Blockchain#Layoffs#Cryptocurrency#Resolution3001#UndergroundEconomy#Treasure#Policy#Research#Tech#Startups#Innovation