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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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Interesting Planet 🌍

@interesting_planet_facts · Post #829 · 09/28/2025, 08:11 PM

🌎 Southern China’s Stone Forest, or Shilin, is a dramatic landscape of towering limestone pillars shaped by both natural erosion and centuries of quarrying. Human mining over the last thousand years has altered parts of this ancient karst region, creating new rock formations and open spaces alongside original spires. ✨ #geology⚡#humanimpact⚡#landscapes 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #16 · 08/10/2025, 03:12 AM

🌍 Cities often create "urban heat islands," where temperatures are higher than surrounding areas due to concrete, asphalt, and less greenery. This effect can raise cities’ temperatures by several degrees. ✨ #urbanization⚡#temperature⚡#humanimpact⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Interesting Planet 🌍

@interesting_planet_facts · Post #799 · 09/22/2025, 08:11 PM

🌎 One of Earth's largest artificial lakes, Lake Volta in Ghana, was created in the 1960s by damming the Volta River. Spanning about 8,500 square kilometers, it supports fisheries and transportation but submerged forests and displaced over 78,000 people during its construction. ✨ #humanimpact⚡#reservoirs⚡#Africa 👉subscribe Interesting Planet 👉more channels Channel list ​

Interesting Planet 🌍

@interesting_planet_facts · Post #930 · 10/18/2025, 06:11 PM

🌎 The Florida Everglades, once a vast slow-moving river system, has been dramatically altered by canals, levees, and drainage for agriculture and cities. Over 50% of the original wetlands have been lost since the early 20th century, reducing habitat for species like the Florida panther and snail kite. ✨ #Everglades⚡#wetlands⚡#humanimpact 👉subscribe Interesting Planet 👉more Channels ​