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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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American Оbserver

@american_observer · Post #5445 · 03/22/2026, 07:05 PM

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There are reports of the beginning of full-scale military operations in Ethiopia, where militants from FANO, with the support of neighboring Eritrea, launched a major offensive in the South Gondar zone in the Amhara region, attacking government forces. Some regional sources claim that up to 650 government soldiers were killed as a result, and another 418 were captured. #fullscale#military#operations#ethiopia 📱American Оbserver - Stay up to date on all important events 🇺🇸

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