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docs(design/autoware-interfaces): add perception interface (#325)
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* fix(tutorials): use gdown to download files from Google Drive (#204)

* fix(tutorials): Use wget to download files from Google Drive.

While trying examples in docker containers, it's inconvenience to
download files directly from Google Drive. Besides, there is no `Downloads`
folder in docker container, so users should modify the path by
themselves. Suggest to use wget instead.

Refer to
https://www.matthuisman.nz/2019/01/download-google-drive-files-wget-curl.html
for how to download files from Google Drive with wget.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

* fix(tutorials): replace wget with gdown.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

* fix(installation): create autoware_map for map data in examples later.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* fix(rosbag-replay-simulation): add storage option for rosbag play (#207)

docs: add storage option for rosbag play
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* add simple awsim running video

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* add perception interface doc

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* add perception-interface doc

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* Revert "add simple awsim running video"

This reverts commit 38f83f6209772f114c9398dfc3d5efa87c152942.

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* remove drafts

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* update in inferface doc

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* move perception msg type from planning-interface to perception-interface

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* style(pre-commit): autofix

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* Update docs/design/autoware-interfaces/components/planning.md

Co-authored-by: Ryohsuke Mitsudome <43976834+mitsudome-r@users.noreply.github.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* replace svg with mermaid

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* update traffic msg

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* Update docs/design/autoware-interfaces/components/perception-interface.md

Co-authored-by: Shunsuke Miura <37187849+miursh@users.noreply.github.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* Update docs/design/autoware-interfaces/components/perception-interface.md

Co-authored-by: Shunsuke Miura <37187849+miursh@users.noreply.github.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* Update docs/design/autoware-interfaces/components/perception-interface.md

Co-authored-by: Shunsuke Miura <37187849+miursh@users.noreply.github.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* change drivers to sensing in perception-interface graph

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* resolve  conflicts

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* resolve  conflicts

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* style(pre-commit): autofix

Signed-off-by: guiping meng <alan.meng@autocore.ai>

* feat(how-to guides): camera intrinsic calibration tool from AutoCore (#208)

* docs: add lidar-lidar calibration tool

Signed-off-by: JianKang <egon.kang@autocore.ai>

* docs: camera intrinsic calibration tool from Autocore

Signed-off-by: JianKang <egon.kang@autocore.ai>

* ci(pre-commit): autofix

* feat: add camera intrinsic calibration tool

Signed-off-by: JianKang <egon.kang@autocore.ai>

Signed-off-by: JianKang <egon.kang@autocore.ai>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* fix(design/autoware-interfaces): fix the link of ResponseStatus (#210)

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* docs(tutorial): awsim open-source note (#206)

* awsim open-source note

Signed-off-by: Wojciech Jaworski <wojciech.jaworski@robotec.ai>

* ci(pre-commit): autofix

Signed-off-by: Wojciech Jaworski <wojciech.jaworski@robotec.ai>
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* feat: add how to preview documentation modification (#203)

* feat: add how to preview documentation modification

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* ci(pre-commit): autofix

* minor fix

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* reflected comments

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* ci(pre-commit): autofix

* unify PR -> pull request

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* modify table of contents

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* ci(pre-commit): autofix

* update image name

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* fix typo

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* remove backslash from setup command

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

* remove unnecessary file

Signed-off-by: kminoda <koji.m.minoda@gmail.com>

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* docs(tutorial): awsim oss instruction (#213)

* awsim oss instruction

Signed-off-by: Wojciech Jaworski <wojciech.jaworski@robotec.ai>

* Update docs/tutorials/ad-hoc-simulation/digital-twin-simulation/awsim-tutorial.md

Co-authored-by: Ryohsuke Mitsudome <43976834+mitsudome-r@users.noreply.github.com>
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* feat(coding-guidelines): add guideline for ros node directory structure (#224)

* feat(coding-guidelines): add guideline for ros node directory structure

Signed-off-by: Takagi, Isamu <isamu.takagi@tier4.jp>

* fix: move warning and add reference

Signed-off-by: Takagi, Isamu <isamu.takagi@tier4.jp>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/contributing/coding-guidelines/ros-nodes/directory-structure.md

Signed-off-by: Takagi, Isamu <isamu.takagi@tier4.jp>
Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>
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* fix(vehicle-dimensions): fix cspell issues (#211)

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* chore: sync files (#227)

Signed-off-by: GitHub <noreply@github.com>

Signed-off-by: GitHub <noreply@github.com>
Co-authored-by: kenji-miyake <kenji-miyake@users.noreply.github.com>
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* feat(how-to guides): add clang-tidy how-to (#228)

* feat(how-to guides): add clang-tidy how-to

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

* fix period

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* feat(coding-guidelines): add guideline for C++ (#225)

* feat(coding-guidelines): add guideline for C++

Signed-off-by: Takagi, Isamu <isamu.takagi@tier4.jp>

* update styles

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

* apply proposals

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

* update

Signed-off-by: Kenji Miyake <kenji.miyake@tier4.jp>

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* docs(installation): add troubleshooting link to installation (#229)

* Fix the bad link in markdown.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

* Add a link to Troubleshooting for colcon build.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

* Limit the job number to solve build error.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* fix(tutorials): update images with the newest map (#226)

Signed-off-by: mitsudome-r <ryohsuke.mitsudome@tier4.jp>

Signed-off-by: mitsudome-r <ryohsuke.mitsudome@tier4.jp>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* chore: support emoji for mkdocs. (#230)

Support emoji for mkdocs.

Signed-off-by: ChenYing Kuo <chenying.kuo@adlinktech.com>
Signed-off-by: guiping meng <alan.meng@autocore.ai>

* feat(tutorial): update the section of scenario based rosbag replay simulation (#217)

* docs(tutorial): scenario based rosbag replay simulation

Signed-off-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>

* docs: add link to driving_log_replayer document

Signed-off-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>

* docs: fix link

Signed-off-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>

* Update docs/tutorials/scenario-simulation/rosbag-replay-simulation/driving_log_replayer.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/tutorials/scenario-simulation/rosbag-replay-simulation/driving_log_replayer.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* Update docs/tutorials/scenario-simulation/rosbag-replay-simulation/.pages

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

* chore: git mv

Signed-off-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>

Signed-off-by: Hayato Mizushima <hayato-m126@users.noreply.github.com>
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* docs: update diagrams for new 'obstacle_velocity_limiter' planning node (#237)

Signed-off-by: Maxime CLEMENT <maxime.clement@tier4.jp>

Signed-off-by: Maxime CLEMENT <maxime.clement@tier4.jp>
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* chore: sync files (#238)

Signed-off-by: GitHub <noreply@github.com>

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* docs: update sensor-calibration.md (#173)

* docs: add lidar-lidar calibration tool  (#181)

docs: add lidar-lidar calibration tool

Signed-off-by: JianKang <egon.kang@autocore.ai>

Signed-off-by: JianKang <egon.kang@autocore.ai>
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* Update sensor-calibration.md

Signed-off-by: raminterpl <ram@interpl.ai>

* ci(pre-commit): autofix

Signed-off-by: raminterpl <ram@interpl.ai>

* Update sensor-calibration.md

Updated with available open source calibration tools for autonomous system

Signed-off-by: raminterpl <ram@interpl.ai>

* updated mathworks

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* ci(pre-commit): autofix

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* updated mathworks

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* ci(pre-commit): autofix

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* updated spelling MathWorks

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* ci(pre-commit): autofix

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* docs(readme): add link to the contribution guidelines (#241)

* Add link to the contribution guidelines in the README

* Update README.md

Co-authored-by: Kenji Miyake <31987104+kenji-miyake@users.noreply.github.com>

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* docs(installation): add DDS setting to additional-settings-for-developpers (#242)

* docs(installation): add suggestion of reading user guide.

Signed-off-by: Takayuki AKAMINE <takayuki.akamine@tier4.jp>

* fix: fixed grammerly careless mistakes.

Signed-off-by: Takayuki AKAMINE <takayuki.akamine@tier4.jp>

* Update docs/installation/additional-settings-for-developers/index.md

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* docs: change links of perception nodes in node diagram (#243)

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* docs(how-to guides): add documentation about controller evaluation (#184)

* docs(how-to guides): add documentation about controller evaluation

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* ci(pre-commit): autofix

* fix markdownlint

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* fix typo

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* add page to .pages

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* ci(pre-commit): autofix

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* docs(planning): add limitation of path points size (#240)

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* ci(deploy-docs): rename documentation label to deploy-docs label (#245)

* fix: rename documentation label to deploy-docs label

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* fix: image name

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* fix: image

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* docs: add link to autoware.universe document (#250)

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* feat(ad-api): update to latest message (#254)

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* docs: add the manual and tutorial guideline for using morai sim (#232)

* Update MORAI Sim Documentation

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* ci(pre-commit): autofix

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* docs(docker-install): add CUDA to "Installing dependencies manually" (#239)

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* refactor: use macros for drawio images (#258)

* docs: use macros for drawio images

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* Update index.md

* Update index.md

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* fix(node-diagram): fix toggle for each components (#256)

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* feat: reflect the review discussions (#260)

* feat: change planning factor pose to base link

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* feat: change enumeration policy

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* docs(tutorial): add how to use dummy objects interactively (#234)

* add necessary images

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* add how to use dummy objects interactively

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* fix(docs): use relative paths (#261)

* fix(docs): use relative paths in the installation page

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* fix

* fix relative paths

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* ci(pre-commit): update commit message (#262)

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* ci(deploy-docs): add galactic to deploy-docs's target (#263)

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# Perception

```mermaid
graph TD
cmp_sen("Sensing"):::cls_sen
cmp_loc("Localization"):::cls_loc
cmp_per("Perception"):::cls_per
cmp_plan("Planning"):::cls_plan
msg_img("<font size=2><b>Camera Image</b></font size>
<font size=1>sensor_msgs/Image</font size>"):::cls_sen
msg_ldr("<font size=2><b>Lidar Point Cloud</b></font size>
<font size=1>sensor_msgs/PointCloud2</font size>"):::cls_sen
msg_lanenet("<font size=2><b>Lanelet2 Map</b></font size>
<font size=1>autoware_auto_mapping_msgs/HADMapBin</font size>"):::cls_loc
msg_vks("<font size=2><b>Vehicle Kinematic State</b></font size>
<font size=1>nav_msgs/Odometry</font size>"):::cls_loc
msg_obj("<font size=2><b>3D Object Predictions </b></font size>
<font size=1>autoware_auto_perception_msgs/PredictedObjects</font size>"):::cls_per
msg_tl("<font size=2><b>Traffic Light Response </b></font size>
<font size=1>autoware_perception_msgs/TrafficSignalArray</font size>"):::cls_per
msg_tq("<font size=2><b>Traffic Light Query </b></font size>
<font size=1>TBD</font size>"):::cls_plan
cmp_sen --> msg_img --> cmp_per
cmp_sen --> msg_ldr --> cmp_per
cmp_per --> msg_obj --> cmp_plan
cmp_per --> msg_tl --> cmp_plan
cmp_plan --> msg_tq -->cmp_per
cmp_loc --> msg_vks --> cmp_per
cmp_loc --> msg_lanenet --> cmp_per
classDef cmp_sen fill:#F8CECC,stroke:#999,stroke-width:1px;
classDef cls_loc fill:#D5E8D4,stroke:#999,stroke-width:1px;
classDef cls_per fill:#FFF2CC,stroke:#999,stroke-width:1px;
classDef cls_plan fill:#5AB8FF,stroke:#999,stroke-width:1px;
```

## Inputs

### PointCloud

PointCloud data published by Lidar.

- [sensor_msgs/msg/PointCloud2](http://docs.ros.org/en/api/sensor_msgs/html/msg/PointCloud2.html)

### Image

Image frame captured by camera.

- [sensor_msgs/msg/Image](http://docs.ros.org/en/api/sensor_msgs/html/msg/Image.html)

### Vehicle kinematic state

current position of ego, used in traffic signals recognization. See Iutputs of Planning.

### Lanelet2 Map

map of the environment. See Iutputs of Planning.

## Output

### 3D Object Predictions

3D Objects detected, tracked and predicted by sensor fusing.

- [autoware_auto_perception_msgs/msg/PredictedObjects](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/PredictedObjects.idl)
- [std_msgs/Header](https://docs.ros.org/en/noetic/api/std_msgs/html/msg/Header.html) header
- sequence<[autoware_auto_perception_msgs::msg::PredictedObject](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/PredictedObject.idl)> objects
- unique_identifier_msgs::msg::UUID uuid
- float existence_probability
- sequence<[autoware_auto_perception_msgs::msg::ObjectClassification](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/ObjectClassification.idl)> classification
- uint8 classification
- float probability
- [autoware_auto_perception_msgs::msg::PredictedObjectKinematics](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/PredictedObjectKinematics.idl) kinematics
- [geometry_msgs::msg::PoseWithCovariance](https://docs.ros.org/en/noetic/api/geometry_msgs/html/msg/PoseWithCovariance.html) initial_pose
- [geometry_msgs::msg::TwistWithCovariance](https://docs.ros.org/en/noetic/api/geometry_msgs/html/msg/TwistWithCovariance.html)
- [geometry_msgs::msg::AccelWithCovariance](https://docs.ros.org/en/noetic/api/geometry_msgs/html/msg/AccelWithCovariance.html) initial_acceleration
- sequence<[autoware_auto_perception_msgs::msg::PredictedPath](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/PredictedPath.idl), 10> predicted_paths
- sequence<[geometry_msgs::msg::Pose](https://docs.ros.org/en/lunar/api/geometry_msgs/html/msg/Pose.html), 100> path
- builtin_interfaces::msg::Duration time_step
- float confidence
- sequence<[autoware_auto_perception_msgs::msg::Shape](https://gitlab.com/autowarefoundation/autoware.auto/autoware_auto_msgs/-/blob/master/autoware_auto_perception_msgs/msg/Shape.idl), 5> shape
- [geometry_msgs::msg::Polygon](https://docs.ros.org/en/noetic/api/geometry_msgs/html/msg/Polygon.html) polygon
- float height

### Traffic Signals

traffic signals recognized by object detection model.

- [autoware_perception_msgs::msg::TrafficSignalArray](https://github.com/autowarefoundation/autoware_msgs/blob/main/autoware_perception_msgs/msg/TrafficSignalArray.msg)
- [autoware_perception_msgs::msg::TrafficSignal](https://github.com/autowarefoundation/autoware_msgs/blob/main/autoware_perception_msgs/msg/TrafficSignal.msg) signals
- [autoware_perception_msgs::msg::TrafficSignalElement](https://github.com/autowarefoundation/autoware_msgs/blob/main/autoware_perception_msgs/msg/TrafficSignalElement.msg) elements
- unint8 UNKNOWN = 0
- uint8 Red = 1
- uint8 AMBER = 2
- uint8 WHITE = 4
- uint8 CIRCLE = 1
- uint8 LEFT_ARROW = 2
- uint8 RIGHT_ARROW = 3
- uint8 UP_ARROW = 4
- uint8 UP_LEFT_ARROW=5
- uint8 UP_RIGHT_ARROW=6
- uint8 DOWN_ARROW = 7
- uint8 DOWN_LEFT_ARROW = 8
- uint8 DOWN_RIGHT_ARROW = 9
- uint8 CROSS = 10
- uint8 SOLID_OFF = 1
- uint8 SOLID_ON = 2
- uint8 FLASHING = 3
- uint8 color
- uint8 shape
- uint8 status
- float32 confidence
- int64 traffic_signal_id
- [builtin_interfaces::msg::Time](https://github.com/ros2/rcl_interfaces/blob/rolling/builtin_interfaces/msg/Time.msg) stamp

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