Assignment 3 - Loop closure and Pose-Graph Optimization Exercise

  • Due Jan 13, 2023 by 7pm
  • Points 1
  • Submitting a file upload
  • File Types zip

Instructions:

Go to the following git repository: https://github.com/brytsknguyen/oblam_pgo Links to an external site.

Following instructions to download data and install dependencies + the package.

Study the codes. Hit Ctrl+F to find "ASSIGNMENT" tags, fill in with your code to detect the loop and perform pose-graph optimization. If your loop closure method works, you should see the following:

loop2.gif

 After running each sequence, there will be one KfCloudPoseOptimized.pcd written under the data path. This can be used to calculate the ATE. Use the ground truth file in the data path.

 

Assessment:

1. Make a few slides to present your approach (self-contained) to the loop closure. Show the ATE of the trajectory with and without loop closure. Submit a zip-file containing the report and the code.

2. Present and argue for your approach in the final review session.

1673632800 01/13/2023 07:00pm