Semantic Map Generator

Name

Generation of geometric & semantic map (3D) from previously recorded data

Description

This component serves to create a 3D model of the environment from previously recorded sensor data (bag files). This includes both geometric and semantic representations of the environment, enabling subsequent tasks such as navigation.

Key Features:

  • Creates a metric-semantic 3D model of the environment
  • Supports heterogeneous sensor data
  • Robust to different sensor setups
  • Configurable via YAML parameter files

Type

Tool

Layer

Service

HRL

  • 2.3 Autonomous navigation
  • 2.6 Context & safety awareness
  • 2.7 Semantic map generation

Partners

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Pilot

This component builds metric-semantic maps of the environment from raw sensory data. These maps can later be used for subsequent tasks, such as navigation and obstacle avoidance. It is a crucial part of the system that is responsible for understanding the space observed by the agent.