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Module 3 - Part 1: Isaac ROS

Overview​

This section covers Isaac ROS packages and their implementation.

Isaac ROS Packages​

Perception Packages​

  • Isaac ROS Apriltag
  • Isaac ROS Stereo DNN
  • Isaac ROS Visual SLAM
  • Isaac ROS Detection 2D/3D
  • Isaac ROS Nav2 Accelerators
  • Isaac ROS Path Planning
  • Isaac ROS Control

Hardware Acceleration​

GPU Acceleration​

  • CUDA optimization
  • TensorRT integration
  • Multi-GPU support

Performance Optimization​

  • Memory management
  • Pipeline optimization
  • Real-time performance

Practical Implementation​

Isaac ROS Integration​

# Example Isaac ROS node

Performance Optimization​

  • Memory allocation
  • Pipeline design
  • Resource management