SJTU-DeepVisionLab/LaGa
Tackling View-Dependent Semantics in 3D Language Gaussian Splatting (ICML 2025)
This tool helps researchers and computer vision engineers precisely identify and segment 3D objects within complex digital scenes using simple text descriptions. It takes detailed 3D scene data (like those captured by LERF-OVS or ScanNet) and outputs accurate 3D segmentations, even when objects appear differently from various viewpoints. It's designed for professionals working with advanced 3D scene understanding and virtual environment analysis.
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Use this if you need to perform highly accurate, language-driven 3D object segmentation and analysis on complex, real-world 3D scene data, overcoming challenges with how objects look from different angles.
Not ideal if you are looking for a basic 2D image segmentation tool or if your workflow doesn't involve detailed 3D scene reconstruction and analysis.
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Language
C++
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Last pushed
Jun 03, 2025
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