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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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Crypto M - Crypto News

@CryptoM · Post #64893 · 04/10/2026, 07:25 AM

🚀 Oil Prices Rise Ahead of U.S.-Iran Talks, Remain Below $100 per Barrel Oil prices have increased but remain below $100 per barrel as the U.S. and Iran prepare for talks this weekend. According to Odaily, Emmanuel Belostrino, head of global crude oil and geopolitical market data at Kpler, stated that the outcome of the negotiations, particularly the possibility of establishing a viable shipping agreement, is crucial to alleviating the current backlog. During early European trading, both U.S. and Brent crude saw short-term gains, with prices at $99.7 and $97.6 per barrel, respectively. The Strait of Hormuz remains largely frozen, causing supply disruptions and maintaining market tension. Additionally, Iran's attack on Saudi Arabia's main export route, the East-West pipeline, has reduced its daily capacity by approximately 700,000 barrels. #OilPrices#USIranTalks#CrudeOil#BrentCrude#MarketTension#OilSupply#HormuzStrait#SaudiArabia#PipelineAttack#EnergyMarket