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Installation

pip install open3d

pip install pyrealsense2

Usage

Combine RGB information and depth data from the depth camera to synthesize a 3D point cloud with color information.

""" python pointcloud_generator.py """

Methods to Enhance the Quality of Depth Data

  1. Set the depth module to manual exposure and increase the exposure time appropriately.

  2. Post-process depth images using spatial filter and temporal filter.

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Pointcloud generation package for Realsense D435

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