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Autonomy: VIO, Mapping and Navigation

96 Topics 459 Posts

GPS-denied navigation with VIO, AprilTag relocalization, mapping and path planning, and obstacle avoidance.

  • Poor performance with vertical oriented tracking camera

    Unsolved vio
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    Alex KushleyevA
    @Jeremy-Frederick , If VIO is working, then there is a very high chance that you got the orientation correct . If the camera to IMU orientation is off by something like 90 degrees in any direction, VIO is pretty much guaranteed to fail. So if you are getting normal VIO performance, quick initialization, across multiple tests, then I would say that your orientation parameters are correct for VIO. Please keep in mind that if you flipped the board and if you are planning to fly with PX4, you will need to change the imu rotation params in PX4 (also keep in mind that PX4 is using a different IMU that is connected to the DSP)
  • Odometry - PX4 is NOT Getting VIO Data - QGroundControl

    Unsolved vio
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    Eric KatzfeyE
    @Adriano-Del-Pino-Lino Please reference this other post: https://forum.modalai.com/topic/3341/odometry-message/2
  • Starling is making only 8 instead of following the path

    Unsolved mapping
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    ModeratorM
    @muhammadbilal1 at this point, the gui only provides a single point as input. The code is all open so our customers can modify how they see fit. We are happy to incorporate merge requests if you have a feature you'd like to be incorporated into mainline
  • qvio ros2 topics

    Unsolved vio
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    Zachary Lowell 0Z
    Yes you can look at it that way. Pose is just the generic positional data inclusive of the quaternion and imu wrt vio/camera - odometry is that as well as things like the twist or better known as velocity wrt to the vio instance/camera and the angular velocity wrt to the vio/camera. Let me know if this better helps you understand - all the code is open sourced btw so feel free to take a gander for a programatic understanding: https://gitlab.com/voxl-public/voxl-sdk/utilities/voxl-mpa-to-ros2/-/blob/master/colcon_ws/src/voxl_mpa_to_ros2/src/interfaces/qvio_interface.cpp?ref_type=heads#L113
  • Voxl-mapper realtime cpu usage

    Unsolved mapping
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    ModeratorM
    @Amir-Avni On VOXL 2, voxl-mapper runs < 10% of CPU in typical configurations, on VOXL 1 < 30% of CPU
  • VIO Algorithms

    Unsolved vio
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    847 Views
    leonardo Andrade 0L
    @Alex-Kushleyev Thanks mate!
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  • Qvio recovery after blowups taking too long

    Unsolved vio
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    1 Posts
    545 Views
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  • Using PX4 Avoidance with unsupported camera

    Unsolved vio
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    1 Votes
    2 Posts
    814 Views
    Jetson NanoJ
    @ptaylor1234 Did you get it working, I am also working on a similar one
  • Troubleshooting/Improving VIO Accuracy

    Unsolved vio
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    nickyblanchN
    @AP123 Hi, I have not seen this before, but I also haven't tried enabling obstacle avoidance. I can't pretend to know much about the obstacle avoidance code running inn the VOXL SDK, but I suppose this error could be caused by some obstacle avoidance service not running on the VOXL when it should be, hence QGroundcontrol being confused.
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  • VOXL2 dfs server crashing after update (stack smashing)

    Unsolved vio
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    12 Posts
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    ?
    @SMRazaRizvi @madswamp @Jgaucin @AndriiHlyvko @camharrisvayu Hey all, apologies on this. We were finally able to recreate the issue but unable to determine what the root cause was. Regardless, we have a new SDK (1.1.0) released which isn't showing the stack smashing issue. https://developer.modalai.com/asset/2 Please let me know if this is still an issue and sorry for the wait on this. Thanks, Thomas Patton
  • Upload custom Map in Mapper

    Unsolved mapping
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    0 Votes
    1 Posts
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    No one has replied
  • will VOXL 2 support Voxblox and GBPlanner

    Unsolved vio
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    1 Posts
    680 Views
    No one has replied
  • SLAM localization with TOF

    Unsolved mapping
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    wilkinsafW
    This seems to be a popular ROS2 node that appears to be setup to use lidar: https://github.com/SteveMacenski/slam_toolbox Appears to do localization. We could probably attempt to modify the source code to send VISION_POSITION_ESTIMATE messages to the PX4 instance
  • Voxl-mapper VIO

    Unsolved mapping
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    ModeratorM
    @Caio-Licínio-Vasconcelos-Pantarotto No, voxl-mapper uses VIO for localization
  • VOXL2 QVIO Pipeline Failing to Run

    Unsolved vio
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    Jeremy FrederickJ
    @tom SOLVED, thanks Tom, that command line prompt showed me that I needed to voxl-configure-extrinsics. Thank you!
  • OV9782 VIO parameters

    Unsolved vio
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    P
    @david-moro That is my impression too, that and, it does not seem to be all that robust in general. I am very interested in using an open source VIO solution, and build it to be a mostly drop-in replacement for Qvio. I need it for high-altitude flight too, in mostly texture-less environments, a most robust solution seems necessary. I only just started looking into which methods could be interesting to use, and came across DM-VIO: Delayed Marginalization Visual-Inertial Odometry which seems to be very modern and robust. The paper for this states that it was run in real time on a 2013 mobile i7 at 2.3GHz, so I am hopeful that it could run on the VOXL 2. I would be interested in following along if any of you decide to go in another direction than Qvio.
  • OV9782 VIO jumps but does not reset

    Unsolved vio
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    D
    @Moderator will try to on our next flight. Do you have an easy way to trigger a capture when certain conditions are met? It is hard to correlate hundred of images to the autopilot logs to find these instances. We are working on streaming the qvio-overlay as an RTSP stream down to the GCS. That might be easier. Unrelated question. Can the VIO algorithm use the colored images coming from the camera? If yes, is there an advantage at all?