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image_dataset_to_rosbag's Introduction

๐Ÿ“ Image Dataset to ROS Bag


This ROS tool aims to help create ros bag data from the original image datasets, that can be used directly on ROS packages. I created this tool after some attempts to download OSS stereo image datasets, that are originally stored in ROS bag representation to test algorithms written in ROS package form, but could not find a really good source for my use. More than that, sadly, famous stereo image datasets like Middlebury dataset are not provided in ROS bag form for plug-and-play use :(.

๐ŸŽ‰ TODO


  • mono image dataset to rosbag
  • stereo image dataset to rosbag, with option to conduct rectification from camera info

๐ŸŽ› Dependencies


  • tested on Ubuntu 20.04, but should work with older distributions.
  • ROS1
  • OpenCV

๐Ÿ”จ How to Build


Better to build with catkin or colcon

๐Ÿƒ How to Run


  • mono image dataset to rosbag: The following metadata files need to be prepared:
    • calibration file stored in yaml form. HERE is an example.
    • metadata file with names of images in the dataset for the left and right lens. HERE is an example.

An example for the launch file is also provided HERE

  • stereo image dataset to rosbag: The following metadata files need to be prepared:
    • calibration files stored in yaml form for left and right lens.
    • metadata file with names of images in the dataset for the left and right lens. HERE is an example.

An example for the launch file is also provided HERE


Please check sample launch files to know how to modify parameters. If not specified, the output rosbag will be saved in ~/.ros/output.bag .

I tested this package on DrivingStereo dataset.

driving stereo

๐Ÿ’Ž References


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image_dataset_to_rosbag's Issues

error while launching

Hi,

I tried to run the example to test the pkg, and I didnt change any thing in the pkg it self and this error shown:
Screenshot from 2024-03-29 22-21-27

any solutions?

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