IMU Calibration Sample
Table of Contents
Description
This sample demonstrates estimating IMU extrinsics with the NVIDIA® DriveWorks Calibration Engine.
Running the Sample
The IMU calibration sample, sample_calibration_imu, accepts the following optional parameters. If none are specified, the IMU extrinsics are estimated on a default dataset.
./sample_calibration_imu --rig=[path/to/rig/configuration/file]
--imu-sensor=[integer/sensor-name]
--can-sensor=[integer/sensor-name]
--camera-sensor=[integer/sensor-name]
where
--rig=[path/to/rig/configuration/file]
Path to the rig configuration file.
Default value: path/to/data/samples/recordings/suburb0/imu_offset_rig.json
--imu-sensor=[integer]
The index or name of the IMU sensor in the rig configuration file to calibrate
Default value: 0
--can-sensor=[integer]
The index or name of the CAN sensor in the rig configuration file
Default value: 0
--camera-sensor=[integer]
The index or name of the camera sensor in the rig configuration file (used for visualization only)
Default value: 0
Output
The sample does the following:
- Creates a window.
- Displays a video. The speed at which the video is displayed differs, depending on convergence:
- Before convergence, the sample does not limit the video playback. As a result, the visualization appears to be sped up.
- After convergence, the sample slows the video playback to the usual 30-frames per second.
- Displays nominal calibration indicators (blue) and, after convergence, a corrected calibration indicator (green). The indicator shows the estimated rig horizon as seen in the camera's frame. The rig horizon shows the estimated IMU roll and pitch.
After convergence, the sample runs the sample data in a loop, during which the calibration is further refined.
IMU Calibration
Additional information
For more information on IMU calibration, see IMU Self-Calibration .