From 8dfc979aea85410225360078cab4c4e7653bf46a Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Wed, 6 Sep 2023 18:28:25 +0300 Subject: [PATCH 01/21] init manual calibration Signed-off-by: ismetatabay --- .../calibrating-sensors.md | 40 --- .../calibrating-sensors.md | 45 +++ .../generic-calibration.md | 270 ++++++++++++++++++ .../images/manual-calibration.png | Bin 0 -> 414695 bytes 4 files changed, 315 insertions(+), 40 deletions(-) delete mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors.md create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/images/manual-calibration.png diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors.md deleted file mode 100644 index 57d0a868011..00000000000 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors.md +++ /dev/null @@ -1,40 +0,0 @@ -# Calibrating your sensors - -## Overview - -Autoware expects to have multiple sensors attached to the vehicle as input to perception, localization, and planning stack. These sensors must be calibrated correctly and their positions must be defined using either urdf files (as in [sample_sensor_kit](https://github.com/autowarefoundation/sample_sensor_kit_launch/tree/main/sample_sensor_kit_description)) or as tf launch files. - -## Camera calibration - -### Intrinsic Calibration - -- Navigation2 provides a [good tutorial for camera internal calibration](https://navigation.ros.org/tutorials/docs/camera_calibration.html). -- [AutoCore](https://autocore.ai/) provides a [light-weight tool](https://github.com/autocore-ai/calibration_tools/tree/main/camera_intrinsic_calib). - -## Lidar-lidar calibration - -### Lidar-Lidar Calibration tool from Autocore - -[LL-Calib on GitHub](https://github.com/autocore-ai/calibration_tools/tree/main/lidar-lidar-calib), provided by [AutoCore](https://autocore.ai/), is a lightweight toolkit for online/offline 3D LiDAR to LiDAR calibration. It's based on local mapping and "GICP" method to derive the relation between main and sub lidar. Information on how to use the tool, troubleshooting tips and example rosbags can be found at the above link. - -## Lidar-camera calibration - -Developed by MathWorks, The Lidar Camera Calibrator app enables you to interactively estimate the rigid transformation between a lidar sensor and a camera. - - - -SensorsCalibration toolbox v0.1: One more open source method for Lidar-camera calibration. -This is a project for LiDAR to camera calibration,including automatic calibration and manual calibration - - - -Developed by [AutoCore](https://autocore.ai/), an easy-to-use lightweight toolkit for Lidar-camera-calibration is proposed. Only in three steps, a fully automatic calibration will be done. - - - -## Lidar-IMU calibration - -Developed by [APRIL Lab](https://github.com/APRIL-ZJU) at Zhejiang University in China, the LI-Calib calibration tool is a toolkit for calibrating the 6DoF rigid transformation and the time offset between a 3D LiDAR and an IMU, based on continuous-time batch optimization. -IMU-based cost and LiDAR point-to-surfel (surfel = surface element) distance are minimized jointly, which renders the calibration problem well-constrained in general scenarios. - -[AutoCore](https://autocore.ai/) has forked the original LI-Calib tool and overwritten the Lidar input for more general usage. Information on how to use the tool, troubleshooting tips and example rosbags can be found at the [LI-Calib fork on GitHub](https://github.com/autocore-ai/calibration_tools/tree/main/li_calib). diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md new file mode 100644 index 00000000000..dac9d701d45 --- /dev/null +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md @@ -0,0 +1,45 @@ +# Starting with Tier IV's CalibrationTools + +## Overview + +Autoware expects to have multiple sensors attached to the vehicle as input to perception, localization, and planning stack. These sensors must be calibrated correctly, and their positions must be defined using either urdf files (as in [sample_sensor_kit](https://github.com/autowarefoundation/sample_sensor_kit_launch/tree/main/sample_sensor_kit_description)) or as tf launch files. +In order to do that, we will use Tier IV' [CalibrationTools](https://github.com/tier4/CalibrationTools) repository. + + +## Installing Tier IV's CalibrationTools repositories on autoware + +After completing previous steps (creating your own autoware, +creating a vehicle and sensor model etc.) +we are ready to calibrate sensors which prepared their pipeline in creating the sensor model section. + +Firstly, we will clone CalibrationTools repositories in own autoware. + +```bash +cd # for example: cd autoware.tutorial_vehicle +wget https://raw.githubusercontent.com/tier4/CalibrationTools/tier4/universe/calibration_tools.repos +vcs import src < calibration_tools.repos +rosdep install -y --from-paths src --ignore-src --rosdistro $ROS_DISTRO +``` + +Then build the all packages +after the all necessary changes are made on sensor model and vehicle model. + +```bash +colcon build --symlink-install --cmake-args -DCMAKE_BUILD_TYPE=Release +``` + +## Usage of CalibrationTools + +The CalibrationTools repository has several packages +for calibrating different sensor pairs such as lidar-lidar, +camera-lidar, ground-lidar etc. In order to calibrate our sensors, +we will modify `extrinsic_calibration_package` for our sensor kit. + +- [Generic Calibration](./generic-calibration.md) +- Lidar-Lidar Calibration + - [Map-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_map_based.md) + - [Mapping-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_mapping_based.md) +- [Ground Plane-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) +- [Camera Intrinsic Calibration]() + + diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md new file mode 100644 index 00000000000..84fe65e8709 --- /dev/null +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -0,0 +1,270 @@ +# Generic calibration for all sensors + +## Overview + +In this section, we will use [Extrinsic Manual Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_manual.md) +for extrinsic calibrating our sensors. +At this point, we can't completely accurate calibrations results for usage, +but we will have an initial calibration for other tools. +For example, in the lidar-lidar or camera-lidar calibration phase, +we will need initial calibration for getting accurate and successful calibration results. + +We need a sample bag file for the calibration process +which include raw lidar topics and camera topics. +So our tutorial_vehicle's recorded topics should like this: + +
ROS 2 Bag example for our calibration process +

+ +```sh + +Files: rosbag2_2023_09_06-13_43_54_0.db3 +Bag size: 18.3 GiB +Storage id: sqlite3 +Duration: 169.12s +Start: Sep 6 2023 13:43:54.902 (1693997034.902) +End: Sep 6 2023 13:46:43.914 (1693997203.914) +Messages: 8504 +Topic information: Topic: /sensing/lidar/top/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr + Topic: /sensing/lidar/front/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr + Topic: /sensing/camera/camera0/image_rect | Type: sensor_msgs/msg/Image | Count: 2561 | Serialization Format: cdr + Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr +``` + +

+
+ + +First of all, we will start with creating and modifying `extrinsic_calibration_manager` launch files: + +```bash +cd /src/autoware/calibration_tools/sensor +cd extrinsic_calibration_manager/launch +mkdir # i.e. for our guide, it will ve mkdir tutorial_vehicle_sensor_kit +touch manual.launch.xml manual_sensor_kit.launch.xml +``` +The created `manual.launch.xml` and `manual_sensor_kit.launch.xml` are version of sample sensor kit +[aip_x1](https://github.com/tier4/CalibrationTools/tree/tier4/universe/sensor/extrinsic_calibration_manager/launch/aip_x1) provided from Tier IV. + +So, we can start modifying `manual.launch.xml`, +please open this file on a text editor which will you prefer (code, gedit etc.). +Example for out tutorial vehicle should be like these steps: + +- Let's start with adding vehicle_id and sensor model names. (Optionally, values are not important. These parameters Overrode from launch argument) +```diff ++ ++ ++ ++ ++ +``` + +- After that, we will launch our sensor_kit for manual sensor calibration, +so we must add these lines on manual.launch.xml: +```diff ++ ++ ++ ++ ++ ++ ++ ++ +``` + +The final version of the file (manual.launch.xml) for tutorial_vehicle should be like this: +
Sample manual.launch.xml file for tutorial vehicle +

+ +```xml + + + + + + + + + + + + + + + +``` +

+
+ +After the completing of manual.launch.xml file, +we will be ready to implement manual_sensor_kit.launch.xml for the own sensor model: + +- We will start adding sensor_kit and vehicle_id as `manual.launch.xml`. +Optionally, you can modify sensor_model and vehicle_id over this xml snippet: +```diff ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ +``` + +- Then, we will add all our sensor frames on extrinsic_calibration_manages as child frames. +For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins), so it will be like this: +```diff ++ ++ ++ ++ ++ ++ +``` + +- Lastly, we will launch a manual calibrator each frame for our sensors, +please update namespace (ns) and child_frame argument on `tutorial_vehicle` example: +```diff ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ +``` + +The final version of the manual_sensor_kit.launch.xml for tutorial_vehicle should be like this: +
Sample manual_sensor_kit.launch.xml file for tutorial vehicle +

+ +```xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +``` +

+
+ +After the completion of manual.launch.xml and manual_sensor_kit.launch xml file for extrinsic_calibration_manager package, +we need to build package: + +```bash +colcon build --symlink-install --cmake-args -DCMAKE_BUILD_TYPE=Release --packages-select extrinsic_calibration_manager +``` + +So, we are ready to launch and use manual calibrator. + +```bash +ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:= vehicle_model:= vehicle_id:= +``` + +For tutorial vehicle: +```bash +ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:=tutorial_vehicle_sensor_kit vehicle_model:=tutorial_vehicle vehicle_id:=tutorial_vehicle +``` + +Then play ROS2 BAG file: +```bash +ros2 bag play --clock -l -r 0.2 \ + --remap /tf:=/null/tf /tf_static:=/null/tf_static # if tf is recorded +``` + +You will show to manual rqt_reconfigure window, +we will update calibrations by hand according to the rviz2 results. + +- Press `Refresh` button then press `Expand All` button. The frames on tutorial_vehicle should like this: + +![forking-autoware_repository.png](images%2Fmanual-calibration.png) + +!!! warning + + The initial calibration process can be important before the using other calibrations. We will look into the lidar-lidar calibration + and camera-lidar calibration. At this point, there is hard to calibrate two sensors with exactly same frame, so you should find + approximately (it not must be perfect) calibration pairs between sensors. + +Here is the video for demonstrating a manual calibration process on tutorial vehicle: + + \ No newline at end of file diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/images/manual-calibration.png b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/images/manual-calibration.png new file mode 100644 index 0000000000000000000000000000000000000000..99265489573cbd1419ebbe010909be0f7bc51280 GIT binary patch literal 414695 zcmZs@cRben|3Cf`QIdwTwNr}h9ZC`zMKZD@WbYlKNTMW_tV(2LC428k6d93~y=PX& z@9v!Q{`~R1{jS@&bA4ZQHhv-YY%$Uk3Y&>h{;HjO?BCZEq3AmR1(GIP45;Z{4!AGqJLt zA}tmth(m;|)Oi)>i1AJrt(~14#5AvyS$Agqr$m!IM>O8<4ZRxt$bg z@o~rF;~$?<{`@E{leKWs?V-T!?n!}SiTWwghP5uY{QVqfyXQQ_Qlq#R>*~S=>VCNm 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zLL_z=Uj+#_ifq_2^@ru4{~(&7*T7y{t^qs>G%~6M?16>Z-2MV@IsyKB43q+FrP3Ko zzL_taDj=u;--TLKMV*;TwSlEuLL&D^5SgT{eHxPo_wEtqJ6c+*hfiQ=i%A>iH3A3z zR!pk9MtAe_`t#N;>8thQBO@}2CMqI-U?c`8kw8Lf1<8$bboF4!+jsBg!8XbXaR9Hd z4D3IgukGeOGD&qv8=+%)#W$y>mVBn8q@ruf-X~L=MAp%v@s9>!iWra(tRom>gG(p3 z3!-0p7sAc6Q@J_L;M=@JDxuh=W@TRV>>@rkQI;NYtst{8U5tNb{nCFkMVM+H*WC&i z@}R=?Ui_Mi55(EuV3WS63JKhAqIY{mMeuwnJX|n{p%LR5a`jGIu`KX{@|?=2Jafll zwEW-mM4ZV_<9x4{S@`|dXCE#7lSKK-`oBA=!UP?r+3Il;GZSgLn-)2%ZYJvt7`$-a z3>z;*B~(7!JO}3G%bOu_6IghXx5prghkaO_n7JtN-}@Q(_+FWe&50?$=F_X}@Zpi% z?&a(Feo2S>{o)HU;xIgk!jF0uZd>DfFJU;%{_3G|otA}j>`$_bpex+BQ5L_nwQKc) zS%fXA_wcXY6$^^*&&t}wT+rlpC1qM9VxV><5 zCm$c<_p;EN#TXhyaR=jPlGSAI-LpYM{1Pn-NIBrI^$VK*O;Mv~8Z!TX8Pz8BUW26f z6xPB$9bs=XG})Mc}<9=D#jY4-f0f_rnj6T%Gjc>id+Yd7@)#X0;x DEoSg1 literal 0 HcmV?d00001 From ac9dd34b2e7d3d99d4f774d5e25ebc260862d0fc Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Thu, 7 Sep 2023 11:06:18 +0300 Subject: [PATCH 02/21] fix typo Signed-off-by: ismetatabay --- .../calibrating-sensors/generic-calibration.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 84fe65e8709..220656dacc2 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -10,7 +10,7 @@ For example, in the lidar-lidar or camera-lidar calibration phase, we will need initial calibration for getting accurate and successful calibration results. We need a sample bag file for the calibration process -which include raw lidar topics and camera topics. +which includes raw lidar topics and camera topics. So our tutorial_vehicle's recorded topics should like this:
ROS 2 Bag example for our calibration process @@ -197,7 +197,7 @@ The final version of the manual_sensor_kit.launch.xml for tutorial_vehicle shoul - + @@ -246,18 +246,18 @@ For tutorial vehicle: ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:=tutorial_vehicle_sensor_kit vehicle_model:=tutorial_vehicle vehicle_id:=tutorial_vehicle ``` -Then play ROS2 BAG file: +Then play ROS 2 bag file: ```bash ros2 bag play --clock -l -r 0.2 \ --remap /tf:=/null/tf /tf_static:=/null/tf_static # if tf is recorded ``` -You will show to manual rqt_reconfigure window, +You will show to a manual rqt_reconfigure window, we will update calibrations by hand according to the rviz2 results. - Press `Refresh` button then press `Expand All` button. The frames on tutorial_vehicle should like this: -![forking-autoware_repository.png](images%2Fmanual-calibration.png) +![forking-autoware_repository.png](images/manual-calibration.png) !!! warning From 3e7a5c14ca94d93448ed2637f3aa4b55dd52a96d Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Thu, 7 Sep 2023 12:42:55 +0300 Subject: [PATCH 03/21] add pages Signed-off-by: ismetatabay --- .../calibrating-sensors/.pages | 3 +++ .../calibrating-sensors.md | 5 +---- .../generic-calibration.md | 19 ++++++++++++++----- 3 files changed, 18 insertions(+), 9 deletions(-) create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages new file mode 100644 index 00000000000..5bca67f8a25 --- /dev/null +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages @@ -0,0 +1,3 @@ +nav: + - calibrating-sensors.md + - generic-calibration.md diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md index dac9d701d45..a389e74af3d 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md @@ -5,7 +5,6 @@ Autoware expects to have multiple sensors attached to the vehicle as input to perception, localization, and planning stack. These sensors must be calibrated correctly, and their positions must be defined using either urdf files (as in [sample_sensor_kit](https://github.com/autowarefoundation/sample_sensor_kit_launch/tree/main/sample_sensor_kit_description)) or as tf launch files. In order to do that, we will use Tier IV' [CalibrationTools](https://github.com/tier4/CalibrationTools) repository. - ## Installing Tier IV's CalibrationTools repositories on autoware After completing previous steps (creating your own autoware, @@ -40,6 +39,4 @@ we will modify `extrinsic_calibration_package` for our sensor kit. - [Map-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_map_based.md) - [Mapping-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_mapping_based.md) - [Ground Plane-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) -- [Camera Intrinsic Calibration]() - - +- [Camera Intrinsic Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 220656dacc2..6c086ce9877 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -34,7 +34,6 @@ Topic information: Topic: /sensing/lidar/top/pointcloud_raw | Type: sensor_msgs/

- First of all, we will start with creating and modifying `extrinsic_calibration_manager` launch files: ```bash @@ -43,6 +42,7 @@ cd extrinsic_calibration_manager/launch mkdir # i.e. for our guide, it will ve mkdir tutorial_vehicle_sensor_kit touch manual.launch.xml manual_sensor_kit.launch.xml ``` + The created `manual.launch.xml` and `manual_sensor_kit.launch.xml` are version of sample sensor kit [aip_x1](https://github.com/tier4/CalibrationTools/tree/tier4/universe/sensor/extrinsic_calibration_manager/launch/aip_x1) provided from Tier IV. @@ -51,6 +51,7 @@ please open this file on a text editor which will you prefer (code, gedit etc.). Example for out tutorial vehicle should be like these steps: - Let's start with adding vehicle_id and sensor model names. (Optionally, values are not important. These parameters Overrode from launch argument) + ```diff + + @@ -60,7 +61,8 @@ Example for out tutorial vehicle should be like these steps: ``` - After that, we will launch our sensor_kit for manual sensor calibration, -so we must add these lines on manual.launch.xml: +so we must add these lines on manual.launch.xml: + ```diff + + @@ -93,6 +95,7 @@ The final version of the file (manual.launch.xml) for tutorial_vehicle should be ``` +

@@ -101,6 +104,7 @@ we will be ready to implement manual_sensor_kit.launch.xml for the own sensor mo - We will start adding sensor_kit and vehicle_id as `manual.launch.xml`. Optionally, you can modify sensor_model and vehicle_id over this xml snippet: + ```diff + + @@ -121,6 +125,7 @@ Optionally, you can modify sensor_model and vehicle_id over this xml snippet: - Then, we will add all our sensor frames on extrinsic_calibration_manages as child frames. For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins), so it will be like this: + ```diff + + @@ -136,6 +141,7 @@ For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins - Lastly, we will launch a manual calibrator each frame for our sensors, please update namespace (ns) and child_frame argument on `tutorial_vehicle` example: + ```diff + + @@ -225,6 +231,7 @@ The final version of the manual_sensor_kit.launch.xml for tutorial_vehicle shoul ``` +

@@ -235,18 +242,20 @@ we need to build package: colcon build --symlink-install --cmake-args -DCMAKE_BUILD_TYPE=Release --packages-select extrinsic_calibration_manager ``` -So, we are ready to launch and use manual calibrator. +So, we are ready to launch and use manual calibrator. ```bash ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:= vehicle_model:= vehicle_id:= ``` -For tutorial vehicle: +For tutorial vehicle: + ```bash ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:=tutorial_vehicle_sensor_kit vehicle_model:=tutorial_vehicle vehicle_id:=tutorial_vehicle ``` Then play ROS 2 bag file: + ```bash ros2 bag play --clock -l -r 0.2 \ --remap /tf:=/null/tf /tf_static:=/null/tf_static # if tf is recorded @@ -267,4 +276,4 @@ we will update calibrations by hand according to the rviz2 results. Here is the video for demonstrating a manual calibration process on tutorial vehicle: - \ No newline at end of file + From 85228ce8fb422be8fa5fe1652be66c21297a2323 Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Thu, 7 Sep 2023 17:49:12 +0300 Subject: [PATCH 04/21] init lidar-lidar calibration Signed-off-by: ismetatabay --- .../calibrating-sensors/.pages | 1 + .../calibrating-sensors.md | 2 +- .../generic-calibration.md | 215 ++++++++---------- .../lidar-lidar-calibration.md | 19 ++ 4 files changed, 122 insertions(+), 115 deletions(-) create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages index 5bca67f8a25..3d91e66afdd 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/.pages @@ -1,3 +1,4 @@ nav: - calibrating-sensors.md - generic-calibration.md + - lidar-lidar-calibration.md diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md index a389e74af3d..7ca4e67a090 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md @@ -35,7 +35,7 @@ camera-lidar, ground-lidar etc. In order to calibrate our sensors, we will modify `extrinsic_calibration_package` for our sensor kit. - [Generic Calibration](./generic-calibration.md) -- Lidar-Lidar Calibration +- [Lidar-Lidar Calibration](./lidar-lidar-calibration.md) - [Map-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_map_based.md) - [Mapping-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_mapping_based.md) - [Ground Plane-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 6c086ce9877..9a0bdfc34bd 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -13,26 +13,22 @@ We need a sample bag file for the calibration process which includes raw lidar topics and camera topics. So our tutorial_vehicle's recorded topics should like this: -
ROS 2 Bag example for our calibration process -

- -```sh - -Files: rosbag2_2023_09_06-13_43_54_0.db3 -Bag size: 18.3 GiB -Storage id: sqlite3 -Duration: 169.12s -Start: Sep 6 2023 13:43:54.902 (1693997034.902) -End: Sep 6 2023 13:46:43.914 (1693997203.914) -Messages: 8504 -Topic information: Topic: /sensing/lidar/top/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr - Topic: /sensing/lidar/front/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr - Topic: /sensing/camera/camera0/image_rect | Type: sensor_msgs/msg/Image | Count: 2561 | Serialization Format: cdr - Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr -``` - -

-
+??? note "ROS 2 Bag example of our calibration process" + + ```sh + + Files: rosbag2_2023_09_06-13_43_54_0.db3 + Bag size: 18.3 GiB + Storage id: sqlite3 + Duration: 169.12s + Start: Sep 6 2023 13:43:54.902 (1693997034.902) + End: Sep 6 2023 13:46:43.914 (1693997203.914) + Messages: 8504 + Topic information: Topic: /sensing/lidar/top/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr + Topic: /sensing/lidar/front/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr + Topic: /sensing/camera/camera0/image_rect | Type: sensor_msgs/msg/Image | Count: 2561 | Serialization Format: cdr + Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr + ``` First of all, we will start with creating and modifying `extrinsic_calibration_manager` launch files: @@ -50,17 +46,17 @@ So, we can start modifying `manual.launch.xml`, please open this file on a text editor which will you prefer (code, gedit etc.). Example for out tutorial vehicle should be like these steps: -- Let's start with adding vehicle_id and sensor model names. (Optionally, values are not important. These parameters Overrode from launch argument) +Let's start with adding vehicle_id and sensor model names. (Optionally, values are not important. These parameters Overrode from launch argument) ```diff + + -+ -+ ++ ++ + ``` -- After that, we will launch our sensor_kit for manual sensor calibration, +After that, we will launch our sensor_kit for manual sensor calibration, so we must add these lines on manual.launch.xml: ```diff @@ -70,60 +66,57 @@ so we must add these lines on manual.launch.xml: + +
+ -+ ++ +
``` The final version of the file (manual.launch.xml) for tutorial_vehicle should be like this: -
Sample manual.launch.xml file for tutorial vehicle -

-```xml - - - +??? note "Sample manual.launch.xml file for tutorial vehicle" - + ```xml + + + - - - - - - + - + + + + + + -``` + -

-
+ ``` After the completing of manual.launch.xml file, we will be ready to implement manual_sensor_kit.launch.xml for the own sensor model: -- We will start adding sensor_kit and vehicle_id as `manual.launch.xml`. +We will start adding sensor_kit and vehicle_id as `manual.launch.xml`. Optionally, you can modify sensor_model and vehicle_id over this xml snippet: ```diff + + + -+ ++ + + -+ ++ + + -+ -+ ++ ++ + + + + ``` -- Then, we will add all our sensor frames on extrinsic_calibration_manages as child frames. +Then, we will add all our sensor frames on extrinsic_calibration_manages as child frames. For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins), so it will be like this: ```diff @@ -131,7 +124,7 @@ For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins + + + -+ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - +??? note "Sample manual_sensor_kit.launch.xml for tutorial_vehicle" + + ```xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + -``` + + + + + -

- + + + + + + + + + + + +
+ ``` After the completion of manual.launch.xml and manual_sensor_kit.launch xml file for extrinsic_calibration_manager package, we need to build package: @@ -258,7 +246,7 @@ Then play ROS 2 bag file: ```bash ros2 bag play --clock -l -r 0.2 \ - --remap /tf:=/null/tf /tf_static:=/null/tf_static # if tf is recorded +--remap /tf:=/null/tf /tf_static:=/null/tf_static # if tf is recorded ``` You will show to a manual rqt_reconfigure window, @@ -271,9 +259,8 @@ we will update calibrations by hand according to the rviz2 results. !!! warning The initial calibration process can be important before the using other calibrations. We will look into the lidar-lidar calibration - and camera-lidar calibration. At this point, there is hard to calibrate two sensors with exactly same frame, so you should find + and camera-lidar calibration. At this point, there is hard to calibrate two sensors with exactly same frame, so you should find approximately (it not must be perfect) calibration pairs between sensors. Here is the video for demonstrating a manual calibration process on tutorial vehicle: - - +![type:video](https://youtube.com/embed/ZJZ48vrVaNg) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md new file mode 100644 index 00000000000..1ad212cead5 --- /dev/null +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md @@ -0,0 +1,19 @@ +# Lidar-Lidar Calibration + +## Overview + +In this tutorial, +we will explain lidar-lidar calibration over [mapping-based lidar-lidar calibration tool](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_mapping_based.md) of Tier IV's +CalibrationTools. +Also, +[map-based lidar-lidar calibration method](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_map_based.md) included in the Tier IV's tools. +[LL-Calib](https://github.com/autocore-ai/calibration_tools/tree/main/lidar-lidar-calib) on GitHub, +provided by [AutoCore](https://autocore.ai/), +is a lightweight toolkit for online/offline 3D LiDAR to LiDAR calibration. +It's based on local mapping and "GICP" method to derive the relation between main and sub lidar. +If you want more details about these methods such as usage, troubleshooting etc. please check the links above. + +!!! warning + + Please get initial calibration results from [Generic Calibration](./generic-calibration.md) section, it is important for getting accurate results from this tool. + We will use initial calibration parameters that we calculated on previous step on this tutorial. From dec6115092d221db7a8c3d8371db5c37cd4b8ce3 Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Fri, 8 Sep 2023 11:13:57 +0300 Subject: [PATCH 05/21] start with explaining mapping-based calibrator Signed-off-by: ismetatabay --- .../calibrating-sensors.md | 5 +- .../generic-calibration.md | 12 +- .../lidar-lidar-calibration.md | 145 ++++++++++++++++++ 3 files changed, 153 insertions(+), 9 deletions(-) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md index 7ca4e67a090..4cbe02eb7f7 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/calibrating-sensors.md @@ -36,7 +36,4 @@ we will modify `extrinsic_calibration_package` for our sensor kit. - [Generic Calibration](./generic-calibration.md) - [Lidar-Lidar Calibration](./lidar-lidar-calibration.md) - - [Map-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_map_based.md) - - [Mapping-Based Lidar-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_mapping_based.md) -- [Ground Plane-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) -- [Camera Intrinsic Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) + - [Ground Plane-Lidar Calibration](https://github.com/tier4/CalibrationTools/blob/tier4/universe/sensor/docs/how_to_extrinsic_ground_plane.md) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 9a0bdfc34bd..3190ec01312 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -30,12 +30,15 @@ So our tutorial_vehicle's recorded topics should like this: Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr ``` +## Extrinsic Manual Based Calibration + First of all, we will start with creating and modifying `extrinsic_calibration_manager` launch files: ```bash cd /src/autoware/calibration_tools/sensor cd extrinsic_calibration_manager/launch mkdir # i.e. for our guide, it will ve mkdir tutorial_vehicle_sensor_kit +cd # i.e. for our guide, it will ve cd tutorial_vehicle_sensor_kit touch manual.launch.xml manual_sensor_kit.launch.xml ``` @@ -95,15 +98,14 @@ The final version of the file (manual.launch.xml) for tutorial_vehicle should be After the completing of manual.launch.xml file, we will be ready to implement manual_sensor_kit.launch.xml for the own sensor model: -We will start adding sensor_kit and vehicle_id as `manual.launch.xml`. Optionally, you can modify sensor_model and vehicle_id over this xml snippet: ```diff + + -+ ++ + -+ ++ + + + @@ -170,9 +172,9 @@ The final version of the manual_sensor_kit.launch.xml for tutorial_vehicle shoul ```xml - + - + diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md index 1ad212cead5..2568da212d8 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/lidar-lidar-calibration.md @@ -17,3 +17,148 @@ If you want more details about these methods such as usage, troubleshooting etc. Please get initial calibration results from [Generic Calibration](./generic-calibration.md) section, it is important for getting accurate results from this tool. We will use initial calibration parameters that we calculated on previous step on this tutorial. + +## Mapping-based lidar-lidar + +We start with creating launch file four our vehicle like "Extrinsic Manual Calibration" +process: + +```bash +cd /src/autoware/calibration_tools/sensor +cd extrinsic_calibration_manager/launch +cd # i.e. for our guide, it will ve cd tutorial_vehicle_sensor_kit +touch mapping_based.launch.xml mapping_based_sensor_kit.launch.xml +``` + +The created `mapping_based.launch.xml` and `mapping_based_sensor_kit.launch.xml` are version of sample sensor kit +[aip_x1](https://github.com/tier4/CalibrationTools/tree/tier4/universe/sensor/extrinsic_calibration_manager/launch/aip_x1) provided from Tier IV. + +Then we will continue with adding vehicle_id and sensor model names to the `mapping_based.launch.xml`. +(Optionally, values are not important. These parameters Overrode from launch argument) + +```diff ++ ++ ++ ++ ++ +``` + +After that, we will launch our sensor_kit for mapping-based lidar-lidar calibration, +so we must add these lines on manual.launch.xml: + +```diff ++ ++ ++ ++ ++ ++ ++ ++ +``` + +The final version of the file (mapping_based.launch.xml) for tutorial_vehicle should be like this: + +??? note "Sample manual.launch.xml file for tutorial vehicle" + + ```xml + + + + + + + + + + + + + + + + ``` + +After the completing of mapping_based.launch.xml file, +we will be ready to implement mapping_based_sensor_kit.launch.xml for the own sensor model: + +Optionally, +you can modify sensor_kit and vehicle_id as `mapping_based.launch.xml`over this xml snippet: +(You can change rviz_profile path after the saving rviz config as video +which included at the end of the page) + +```diff ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ ++ +``` + +We will not fill anything on camera parameters for calibrator +because we will pair lidar-lidar for the calibration process: + +```diff ++ ++ ++ ++ ++ +``` + +We will add sensor kit frames for each lidar (except mapping lidar), +we have one lidar for pairing to the main lidar sensor for tutorial vehicle, so it should be like: + +```diff ++ +``` + +??? note "i.e., If you have three lidars (one main for mapping, two others)" + + ```xml + + + ``` + +We will add lidar_calibration_service_names, +calibration_lidar_base_frames and calibration_lidar_frames for calibrator. +At the tutorial_vehicle it should be like this snippet: + +```diff ++ + ++ ++ +``` + +??? note "i.e., If you have three lidars (one main for mapping, two others)" + + ```xml + + + + + ``` From 5b31f7d8cde787c5cd75281797aa442f38bb8391 Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Fri, 8 Sep 2023 13:54:05 +0300 Subject: [PATCH 06/21] update generic_calibration with new video Signed-off-by: ismetatabay --- .../generic-calibration.md | 134 +++++++++++++----- 1 file changed, 101 insertions(+), 33 deletions(-) diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 3190ec01312..31c6d1a6c37 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -54,13 +54,24 @@ Let's start with adding vehicle_id and sensor model names. (Optionally, values a ```diff + + -+ ++ + -+ ++ ``` +??? note "i.e. tutorial_vehicle" + + ```xml + + + + + + ``` + After that, we will launch our sensor_kit for manual sensor calibration, -so we must add these lines on manual.launch.xml: +so we must add these lines on manual.launch.xml +(This is the same for tutorial_vehicle, it uses vehicle_id and sensor_name as parameters): ```diff + @@ -98,18 +109,20 @@ The final version of the file (manual.launch.xml) for tutorial_vehicle should be After the completing of manual.launch.xml file, we will be ready to implement manual_sensor_kit.launch.xml for the own sensor model: -Optionally, you can modify sensor_model and vehicle_id over this xml snippet: +Optionally, you can modify sensor_model and vehicle_id over this xml snippet as well: ```diff + + -+ ++ + -+ ++ + + + + ++ ++ + + + @@ -118,8 +131,27 @@ Optionally, you can modify sensor_model and vehicle_id over this xml snippet: + ``` -Then, we will add all our sensor frames on extrinsic_calibration_manages as child frames. -For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins), so it will be like this: +??? note "i.e. vehicle_id and sensor_model definition on tutorial_vehicle" + + ```xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ``` + +Then, we will add all our sensor frames on extrinsic_calibration_manager as child frames. ```diff + @@ -127,44 +159,80 @@ For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins + + + ++ [, ++ YOUE_SENSOR_BASE_LINK, ++ YOUE_SENSOR_BASE_LINK, ++ YOUE_SENSOR_BASE_LINK ++ ...]"/> +
``` +For tutorial_vehicle there are four sensors (two lidar, one camera, one gnss/ins), so it will be like this: + +??? note "i.e extrinsic_calibration_manager child_frames for tutorial_vehicle" + + ```xml + + + + + + + + + + + + + ``` + Lastly, we will launch a manual calibrator each frame for our sensors, -please update namespace (ns) and child_frame argument on `tutorial_vehicle` example: +please update namespace (ns) and child_frame argument on calibrator.launch.xml launch file argument: ```diff + + -+ -+ -+ -+ -+ -+ -+ ++ + -+ ++ + + -+ -+ -+ -+ -+ ++ ... ++ ... ++ ... ++ ... ++ ... + -+ -+ -+ -+ -+ -+
``` +??? note "i.e. calibrator.launch.xml for each tutorial_vehicle's sensors" + + ```xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ``` + The final version of the manual_sensor_kit.launch.xml for tutorial_vehicle should be like this: ??? note "Sample manual_sensor_kit.launch.xml for tutorial_vehicle" @@ -265,4 +333,4 @@ we will update calibrations by hand according to the rviz2 results. approximately (it not must be perfect) calibration pairs between sensors. Here is the video for demonstrating a manual calibration process on tutorial vehicle: -![type:video](https://youtube.com/embed/ZJZ48vrVaNg) +![type:video](https://youtube.com/embed/axHILP0PiaQ) From e5af741c6c2215953dc1d9ada19efaac809f738b Mon Sep 17 00:00:00 2001 From: ismetatabay Date: Fri, 8 Sep 2023 16:40:20 +0300 Subject: [PATCH 07/21] finalize mapping-based lidar-lidar calibration process Signed-off-by: ismetatabay --- .../generic-calibration.md | 18 +- .../mapping-based-calibration-result.png | Bin 0 -> 1894378 bytes .../images/mapping-based-calibration.png | Bin 0 -> 735136 bytes .../lidar-lidar-calibration.md | 341 +++++++++++++++++- 4 files changed, 337 insertions(+), 22 deletions(-) create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/images/mapping-based-calibration-result.png create mode 100644 docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/images/mapping-based-calibration.png diff --git a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md index 31c6d1a6c37..06f22daa8ee 100644 --- a/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md +++ b/docs/how-to-guides/integrating-autoware/creating-vehicle-and-sensor-description/calibrating-sensors/generic-calibration.md @@ -25,9 +25,9 @@ So our tutorial_vehicle's recorded topics should like this: End: Sep 6 2023 13:46:43.914 (1693997203.914) Messages: 8504 Topic information: Topic: /sensing/lidar/top/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr - Topic: /sensing/lidar/front/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr - Topic: /sensing/camera/camera0/image_rect | Type: sensor_msgs/msg/Image | Count: 2561 | Serialization Format: cdr - Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr + Topic: /sensing/lidar/front/pointcloud_raw | Type: sensor_msgs/msg/PointCloud2 | Count: 1691 | Serialization Format: cdr + Topic: /sensing/camera/camera0/image_rect | Type: sensor_msgs/msg/Image | Count: 2561 | Serialization Format: cdr + Topic: /sensing/camera/camera0/camera_info | Type: sensor_msgs/msg/CameraInfo | Count: 2561 | Serialization Format: cdr ``` ## Extrinsic Manual Based Calibration @@ -59,7 +59,7 @@ Let's start with adding vehicle_id and sensor model names. (Optionally, values a + ``` -??? note "i.e. tutorial_vehicle" +??? note "i.e. vehicle_id and sensor_model definition on tutorial_vehicle (manual.launch.xml)" ```xml @@ -131,7 +131,7 @@ Optionally, you can modify sensor_model and vehicle_id over this xml snippet as + ``` -??? note "i.e. vehicle_id and sensor_model definition on tutorial_vehicle" +??? note "i.e. vehicle_id and sensor_model definition on tutorial_vehicle (manual_sensor_kit.launch.xml)" ```xml + @@ -303,13 +303,13 @@ colcon build --symlink-install --cmake-args -DCMAKE_BUILD_TYPE=Release --package So, we are ready to launch and use manual calibrator. ```bash -ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:= vehicle_model:= vehicle_id:= +ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:= vehicle_model:= vehicle_id:= ``` For tutorial vehicle: ```bash -ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:=tutorial_vehicle_sensor_kit vehicle_model:=tutorial_vehicle vehicle_id:=tutorial_vehicle +ros2 launch extrinsic_calibration_manager calibration.launch.xml mode:=manual sensor_model:=tutorial_vehicle_sensor_kit vehicle_model:=tutorial_vehicle vehicle_id:=tutorial_vehicle ``` Then play ROS 2 bag file: @@ -320,7 +320,7 @@ ros2 bag play --clock -l -r 0.2 \ ``` You will show to a manual rqt_reconfigure window, -we will update calibrations by hand according to the rviz2 results. +we will update calibrations by hand according to the rviz2 results of sensors. - Press `Refresh` button then press `Expand All` button. The frames on tutorial_vehicle should like this: @@ -332,5 +332,5 @@ we will update calibrations by hand according to the rviz2 results. and camera-lidar calibration. 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