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Source channel @githubtrending · Post #15062 · Aug 15

#python#mllm#point_clouds#scene_understanding#spatial_intelligence SpatialLM is a powerful 3D language model that turns complex 3D point cloud data from videos, RGBD images, or LiDAR into clear, structured 3D scene layouts showing walls, doors, windows, and objects with labels. It works without needing special equipment and can detect user-specified object categories. This helps you understand and analyze indoor spaces better, useful for robotics, navigation, and 3D design. You can run it on your data, visualize results, and even customize detection tasks easily, making 3D scene understanding more accessible and flexible for many applications. https://github.com/manycore-research/SpatialLM

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@intnewsagency · Post #9306 · 04/07/2026, 03:36 PM

Ukrainian Forces Strike Key Russian Oil Infrastructure On the night of April 7, Ukrainian forces attacked the Ust-Luga Oil terminal in Leningrad region, destroying three Transneft-Baltika tanks. Earlier, on April 5, three RVSN-20000 tanks were damaged at the Primorsk port. Additionally, primary processing units at Lukoil’s refinery in Kstovo were hit. These strikes occurred via Baltic airspace following Moscow’s warnings. #Russia#Oil#UAF#Infrastructure The main news of Russia and the world ishere.