XPENG RoboticsCompany & role details

Robot-Arm Segmentation for Background Filtering

A binary semantic segmentation pipeline for separating a robotic arm from the background.

Separate the arm from the scene. Schematic illustrating Binary segmentation, background filtering.
Project schematic · illustrative design

Work Completed

  • Completed the model training pipeline.
  • Prepared labeling documentation and monitored annotation quality.
  • Improved the algorithm iteratively with additional data.

Goal

Generate clean robotic-arm masks that can be used to filter the arm from visual perception outputs.