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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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MessageInABottle

@mib_messageinabottle · Post #6962 · 05/26/2024, 06:19 PM

NATO PLAN TO CREATE "DRONE WALL" FOR "DEFENCE AGAINST RUSSIA" FROM NORWAY TO POLAND Baltic members of #NATO have called for a "drone wall" along their borders with #Russia, despite Moscow's warnings against the hostile activities of the military bloc along its #borders. It comes as #Poland also mulls the possibility of downing #Russian missiles over #Ukraine with its own air defence systems. Interior ministers of the #Latvia, #Lithuania, #Estonia, #Poland, #Finland met last week in Riga, Latvia to discuss ways of coordinating their defense capabilities. #Lithuanian Interior Minister Agne #Bilotaite said in a press release on Friday: "We see constant efforts” from Russia and #Belarus to “destabilize our countries’ internal security and public order, to create panic and distrust in institutions,” #Bilotaite accused Minsk and Moscow of “weaponizing #migration, #CyberAttacks, #disinformation, #sabotage of critical infrastructure and other #hybrid threats.”