#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
#FXS/USDT analysis :
#FXS has broken below the 200 EMA and the support zone. It is advisable to wait for a price retest of this zone for a potential short entry, as the price is anticipated to decline further, targeting lower levels.
TF : 4h
Entry : $3.455
Target : $2.400
SL : $3.945
#FXS/USDT analysis :
#FXS has successfully broken out and retested the swing high resistance following the breakout of the trendline in an established uptrend. The price is expected to sustain its bullish momentum and aim for previous highs.
TF : 30min
Entry : $4.762
Target : $5.080
SL : $4.526
#FXS/USDT analysis :
#FXS is currently in a downtrend and is expected to maintain its bearish momentum. For a short entry, wait for the price to break the current support zone, entering on a break below the $1.814 level. The previous lows will serve as target levels.
TF : 15min
Entry : $1.814
Target : $1.797
SL : $1.826
#FXS/USDT analysis :
#FXS is in a downtrend, forming lower lows (LLs) and lower highs (LHs) structure. The price is currently trading in the resistance zone near the 200 EMS. It is expected to be rejected from that area and continue its bearish momentum.
TF : 30min
Entry : $1.734
Target : $1.651
SL : $1.792