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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 #960 · 10/24/2025, 06:11 PM

🌎 Off the coast of Australia, the mysterious "pink lakes" like Lake Hillier owe their color to the algae Dunaliella salina, which produce red pigments in salty environments. Lake Hillier’s pink hue remains stable even when bottled, due to the unique chemistry of its saline water. ✨ #ocean⚡#mystery⚡#algae 👉subscribe Interesting Planet 👉more Channels ​

Interesting Planet 🌍

@interesting_planet_facts · Post #588 · 08/19/2025, 01:22 PM

🌎 Red tides sometimes turn the ocean a rusty red or brown—caused by massive blooms of algae packed with pigments. These blooms can release toxins that harm fish and even impact local air quality, making ocean color changes a sign of dramatic ecological shifts. ✨ #ocean⚡#algae⚡#pigments 👉subscribe Interesting Planet

Interesting Planet 🌍

@interesting_planet_facts · Post #1305 · 02/20/2026, 12:11 PM

🌎 Red rain fell in the Indian state of Kerala in 2001, coloring streets and clothing. Scientists found the cause was airborne spores from local algae cells. Some showers were bright red for up to two months. ✨ #phenomena⚡#weather⚡#algae 👉subscribe Interesting Planet 👉more Channels ​