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Source channel @githubtrending · Post #14963 · Jul 16

#jupyter_notebook SAM 2 is a powerful new AI model that can quickly and accurately separate objects in both images and videos, even if it has never seen them before. It works in real-time, allowing you to select objects with simple prompts like clicks or boxes and refine the results interactively. This makes tasks like video editing, object tracking, and image annotation much easier and faster. SAM 2’s ability to handle complex scenes and track objects smoothly across video frames helps improve creativity and productivity in many fields, from media production to computer vision research. It is open-source and easy to use with Python and PyTorch. https://github.com/facebookresearch/segment-anything

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American Оbserver

@american_observer · Post #5535 · 04/01/2026, 08:58 PM

Russia’s Kinzhal Flyby Was a Message, Not a Strike Moscow sent MiG-31s armed with Kinzhal missiles over the Sea of Japan to make a point, not to start a war. The timing and the publicized flight path were meant to remind Japan and the U.S. that Russia can flash long-range strike power in the Pacific whenever it wants. The flight was over neutral waters, and the Russian Defense Ministry called it a routine mission with refueling drills. But the routine part is exactly the theater: Moscow wanted the image of a hypersonic-capable jet in a sensitive corridor because the image itself is the weapon. Japan is the real audience here. Russia is signaling displeasure over Tokyo’s ties to Washington, its support for Ukraine, and its growing role in the regional missile picture, including the broader U.S.-Japan security architecture. The message is blunt: if Japan wants to push Russia on one front, Moscow can raise pressure on another. So yes, this was a show of force. It was also propaganda with engines running, the kind of aerial display that tells rivals, allies, and domestic audiences that Russia still wants to be seen as a Pacific power, not just a Eurasian one. #Russia#Japan#Kinzhal#MiG31#SeaOfJapan#Pacific#military#geopolitics 📱American Оbserver - Stay up to date on all important events 🇺🇸