Computer Vision / 3D Modeling
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3D AI Segmentation Software

PythonVTKPoint CloudsCADSegment-Anything
Completed

A Python-based application that extends Meta's Segment Anything Model to work with 3D data, enabling powerful 3D object segmentation capabilities for various applications.

Problem

Meta's Segment Anything Model is limited to 2D images, while many real-world applications require 3D segmentation.

Solution

Extended the 2D model to work in 3D space by implementing novel techniques for depth projection and point cloud processing.

Key Challenges

  • Processing 3D point clouds efficiently
  • Maintaining segmentation accuracy across dimensions
  • Handling occlusion in 3D space