#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
🌍 Over 90% of the world’s plastic is not recycled, and much ends up in the oceans. Ocean plastic has been found in Arctic ice and inside some of the deepest-living sea creatures. ✨
#pollution⚡#environment⚡#oceans⚡#geography⚡#nature⚡#earth
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🌍 Russia’s Lake Karachay is so contaminated from past nuclear waste that standing on its shore for just an hour could be fatal—one of the most polluted lakes on the planet. ✨
#rivers⚡#lakes⚡#pollution⚡#geography⚡#nature⚡#earth
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🌍 Air pollution now causes more deaths worldwide than unsafe water or malaria, with tiny particles harming lungs and hearts. Even remote regions like the Himalayas register rising airborne pollutants. ✨
#pollution⚡#health⚡#climate⚡#geography⚡#nature⚡#earth
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🌍 The Great Pacific Garbage Patch is a floating area of plastic and debris in the Pacific Ocean, now estimated to be more than twice the size of Texas. It affects sea life far beyond its borders. ✨
#pollution⚡#ocean⚡#plastics⚡#geography⚡#nature⚡#earth
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🌍 The Great Pacific Garbage Patch, a swirling mass of plastic debris, now covers an area larger than Germany. Ocean currents trap millions of tons of waste here, creating a persistent global pollution hotspot. ✨
#pollution⚡#oceans⚡#plastics⚡#geography⚡#nature⚡#earth
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🌍 Light pollution from cities is so widespread that more than 80% of the world's population can no longer see the Milky Way at night, affecting wildlife and our connection to the night sky. ✨
#environment⚡#pollution⚡#light⚡#geography⚡#nature⚡#earth
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🌍 Tiny plastic particles, called microplastics, have been found in remote places like Arctic snow and deep-sea trenches, showing how far pollution can travel across the planet. ✨
#environment⚡#pollution⚡#microplastics⚡#geography⚡#nature⚡#earth
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🌍 Air pollution is now the world’s leading environmental health risk, causing more than 6 million early deaths yearly—fine particles from burning fuel can travel and harm people far from their source. ✨
#pollution⚡#health⚡#global⚡#geography⚡#nature⚡#earth
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https://t.me/kamissokosekou3
⚠️ Falémé : pollution alarmante, un fleuve vital en danger
Le fleuve Falémé, essentiel entre Mali, Sénégal et Guinée, est fortement menacé par la pollution liée à l’activité minière.
Présence de cyanure, raréfaction des poissons, risques sanitaires : la situation inquiète particulièrement dans la région de Kéniéba.
👉 Faut-il renforcer les contrôles miniers pour sauver la Falémé ? Réagissez et partagez.
NB: image d'illustration générée par IA.
#Mali#Environnement#Faleme#Pollution#Afrique#ecologie
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