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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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@venturevillagewall · Post #3803 · 01/06/2025, 01:00 PM

MARA Holdings Boosts Bitcoin Lending Program MARA Holdings increases hashrate by 15% to 53.2 EH/s and expands bitcoin reserves to 44,893 BTC. The company has loaned 7,377 BTC to third parties for yield generation amidst industry scrutiny. VP Robert Samuels indicates significant interest in the lending program, which focuses on short-term arrangements generating modest yields. Concerns arise over potential risks associated with past bankruptcies in the mining sector. More details in the original article: Coindesk #MARA#Bitcoin#Lending#Crypto#Mining#YieldGeneration#Finance#Investment#RiskManagement#EU#MiCA