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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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Venture Village Wall 🦄

@venturevillagewall · Post #3893 · 01/16/2025, 01:00 PM

Major Funding Rounds Announced in January Multiple startups have secured significant funding in January 2025: - Sygnum raises $58M. - Amogy nets $56M for its ammonia-based energy solution aimed at decarbonizing transportation by 2050. - Nelly achieves $52.57M to streamline digital documentation. - Bioptimus raises $41M for an AI foundation model in biology. - Orchid Security collects $36M to enhance application security. - Cresicor secures $30M for trade promotion management. - Hinge Bio raises $30M for antibody innovation. - SeeQC gets $30M for a digital quantum computing platform. - NatureMetrics raises $25M for biodiversity monitoring. - Vertical Compute nets $20.6M for data-intensive workload processing. Full details can be found on their respective websites. #Funding#Investment#Startup#Amogy#AI#Bioptimus#QuantumComputing#Sygnum#Security#NatureMetrics#Biodiversity#Technology#Transport#DigitalSignatures#Decarbonization#Semiconductors#DeepTech#Ecosystem#VC#Crypto