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Source channel @githubtrending · Post #15365 · Dec 24

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#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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Coin Sonar

@CoinSonar · Post #244155 · 04/18/2026, 11:50 AM

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#SHELL | Volume spike (USDT PAIR) 157 times the average volume 107.23K USDT traded in 5 min └Buying vol: 71.56K USDT 🟢 Boost score: 6/10 24h Vol: 195.50K USDT (Binance) Price: 0.0344 (-4.6% in 24h)

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Coin Sonar

@CoinSonar · Post #243989 · 04/18/2026, 05:43 AM

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#SHELL | Volume spike (USDT PAIR) 165 times the average volume 112.64K USDT traded in 5 min └Buying vol: 70.51K USDT 🟢 Boost score: 7/10 24h Vol: 195.50K USDT (Binance) Price: 0.0357 (-4.6% in 24h)

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