#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
📢 On July 1, 2024 , a law comes into force that provides for a 20% indexation of state fees. So from 1 July, state fees for a number of state services will increase:
🔸 Temporary residence permit: from 1600 to 1920 Rubles;
🔸 Residence permit: from 5000 to 6000 Rubles;
🔸 Russian citizenship: from 3500 to 4200 Rubles;
🔸 Registration at the place of residence: from 350 to 420 Rubles;
🔸 Visa renewal: from 1000 to 1200 Rubles;
🔸 Issuance of invitations to the Russian Federation: from 800 to 960 Rubles;
🔸 Work permit: from 3500 to 4200 Rubles;
🔸 Permit to hire foreign workers: from 10,000 to 12,000 Rubles;
🔸 Travel passport; from 5000 to 6000 Rubles;
🔸 Travel passport up to 14 years old: from 2500 to 3000 Rubles.
❗️ Make all relevant applications before 1 July, to avoid paying the new rate.
#state_fee#госпошлина#TRP#RP#RVP#VNZH#citizenship#nido#nidorussia
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