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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 #64614 · 04/09/2026, 11:01 AM

🚀 Binance to Launch RateX Trading Competition with Token Rewards According to the announcement from Binance, the platform is set to introduce the RateX Trading Competition on Binance Alpha. This event will take place over two distinct promotion periods, offering participants the opportunity to earn exclusive token rewards. The first promotion period is scheduled from 2026-04-09 13:00 (UTC) to 2026-04-16 13:00 (UTC), followed by the second from 2026-04-16 13:00 (UTC) to 2026-04-23 13:00 (UTC). Participants will be ranked based on their total purchase volume of RateX (RTX) tokens during each period. The top 2,040 users in each period will share a pool of 61,200 RTX tokens, with each eligible participant receiving 30 RTX tokens. Participation in the competition requires trading through Binance Wallet (Keyless) or Binance Alpha, as third-party dApp transactions are excluded. Only cumulative purchases will count, with no volume caps imposed on participants. However, token bridging transactions are not eligible. Notably, trading volume from Alpha-to-Alpha token pairs will not contribute to Alpha Points or competition rankings, effective from 2025-06-17 00:00 (UTC). Rewards will be distributed in RTX tokens and must be claimed by eligible users before 2026-05-07 13:00:00 (UTC). Unclaimed rewards within 14 days will be forfeited. To participate, users must click 'Join' on the Binance App event page, ensuring their trading volume is counted. The latest version of the Binance App and a backed-up Binance Wallet (Keyless) are required. Rankings will be calculated automatically post-promotion, and winners can claim rewards via their Binance Alpha accounts or Binance Wallet (Keyless). Binance reserves the right to amend the terms of the competition at its discretion. #Binance#RateX#TradingCompetition#TokenRewards#CryptoEvent#BinanceAlpha#RTX#TokenDistribution#BinanceWallet#TradingVolume#CryptoPromotion#TokenBridging#CompetitionRanking#AlphaPoints#BinanceApp#Keyless