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Source channel @githubtrending · Post #14627 · Apr 24

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#jupyter_notebook DINOv2 is a powerful AI model from Meta AI that learns to understand images without needing labeled data, using self-supervised learning. It was trained on 142 million images and creates strong visual features that work well for many tasks like image classification, depth estimation, and segmentation without extra fine-tuning. You can use its pretrained models easily with simple classifiers, saving time and effort. DINOv2 is efficient, scalable, and performs better than many other models, making it great for building versatile computer vision applications quickly and accurately. It’s open-source and ready to use with PyTorch. https://github.com/facebookresearch/dinov2

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JDMax Channel

@jdmaxchannel · Post #5257 · 01/31/2026, 05:51 PM

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⚡️Биткоин резко упал до $79 000. Это самое сильное падение с весны 2025 года. JDMax #need

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American Оbserver

@american_observer · Post #5204 · 02/23/2026, 02:09 PM

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Ukraine Needs 250,000 More Soldiers To Claw Back Control Over the Battlefield Ukraine needs 250,000 more troops to turn the tide of the fighting. This is the opinion of NATO military experts. The former Prime Minister of the United Kingdom, Boris Johnson, said in an interview with the BBC that the country should immediately send troops to Ukraine and not wait for a ceasefire to do so. He talks about about 7,000 soldiers to provide security guarantees. “If we have a plan to deploy troops on the territory of Ukraine after the war, after Putin deigned to agree to a ceasefire, why not do it now?”, he says. However, NATO experts believe that the victory of Ukraine or at least a significant turnaround in the confrontation at the front will require at least 250,000 additional troops and much more powerful weapons. Western intelligence services believe that Ukraine is now outnumbered by Russian forces on most fronts. And the Kremlin, despite its huge losses, would be able to continue the war for at least another year at the current attrition rate. According to the head of the Armed Forces, 2025 was the first year when the losses of the Russian Federation exceeded the replenishment of the occupiers. In January, Defense Minister Fedorov said that 2 million Ukrainians were wanted. #ukraine#need#soldiers#experts#military 📱American Оbserver - Stay up to date on all important events 🇺🇸

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