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Bag format
All applications in Kalibr use ROS bags as a source for the image and IMU data.
###How to use image files and IMU data as CSV files? A bagcreater script is provided to use image files and/or IMU data for the calibration
####bagcreater This script allows you to create a ROS bag from raw image files and optionally IMU data. The files have to be organized in folders as illustrated below. The example below uses a system with two cameras and one IMU
+-- dataset-dir
+-- cam0
│ +-- 1385030208726607500.png
│ +-- ...
│ \-- 1385030212176607500.png
+-- cam1
│ +-- 1385030208726607500.png
│ +-- ...
│ \-- 1385030212176607500.png
\-- imu0.csv
The imu0.csv file uses the format below: (timestamps=[ns], omega=[rad/s], alpha=[m/s^2])
timestamp,omega_x,omega_y,omega_z,alpha_x,alpha_y,alpha_z
1385030208736607488,0.5,-0.2,-0.1,8.1,-1.9,-3.3
...
1386030208736607488,0.5,-0.1,-0.1,8.1,-1.9,-3.3
To create the ROS bag run the following command:
kalibr_bagcreater --folder dataset-dir --output-bag awsome.bag
In the example above the data would be written to the following topics:
- /cam0/image_raw
- /cam1/image_raw
- /imu0
####bagextractor The bagextractor exports a ROS bag containing image and/or IMU data to image files and an IMU CSV file.
Example usage:
kalibr_bagextractor --image-topics /cam0/image_raw /cam1/image_raw --imu-topics /imu0 --output-folder dataset-dir --bag awsome.bag
NOTE: If you are using the CDE package the output-folder argument should not be used. Instead use the default and the data will be written to the folder output/ in the calling path.
Multiple camera calibration
Camera-IMU calibration
Multi-IMU and IMU intrinsic calibration
Rolling Shutter camera calibration
(only ROS):
Camera focus
Calibration validator
ROS2 support
Supported camera models
Calibration targets
Bag format
YAML formats
IMU Noise Model
Example: Calibrating a VI-Sensor
Example: Calibrating RealSense Cameras